tag:blogger.com,1999:blog-12450395202491391732024-03-13T20:26:51.362-07:00La vertu d'un LA The virtue of an A - A fortunate hiveAnagrams, a randomly seething life. Des anagrammes, la vie qui bouillonne en désordre.Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.comBlogger173125tag:blogger.com,1999:blog-1245039520249139173.post-50062820991128976672024-03-06T07:54:00.000-08:002024-03-06T14:56:08.409-08:00Forfait Joule : grandeurs et unités du temps de travail<p>[Article très provisoire, pour arriver à la notion professionnelle de "forfait Joule" #ToutCaPourCa]</p><p>Quand on parle de travail que l'on fait, arrivent très vite les notions de temps et d'argent. Le taux horaire <span>indique la rémunération pour une heure de travail. <br /></span></p><p>Dans mon organisation, pourtant pourvue de chimistes, de thermiciennes, de physiciens, les ressources humaines et l'essentiel des managers restent très attachés au "travailler plus vite, plus longtemps, plus tard". Tout cela <a href="https://www.youtube.com/watch?v=Z6_sa1JO9h0">en heures, comme le rappelle "La pompe moderne" (aka "The Brassens") de la reprise de Daft Punk, "Plus dur, meilleur, plus rapide, plus fort" (Harder, Better, Faster, Stronger)</a>. Un vrai hymne olympique au boulot. </p><p>Or, quand le système s'enraille, on parle de "burn ou". Une extinction temporaire de l'envie ou la capacité à travailler. Une vraie bonne question d'énergie.<br /></p><p></p><p>Tout cela pour dire que dans le système international (SI) des unités physiques, sept unités sont primordiales (à détailler)<br /></p><p>Q<span class="ILfuVd" lang="fr"><span class="hgKElc">ue représente un
Joule, unité dérivée ? En physique, le joule s'exprime en exprime en </span></span><span class="ILfuVd" lang="fr"><span class="hgKElc"><b>1 J = 1 N.m = 1 kg.</b> <b>m<sup>2: </sup></b></span></span><span class="ILfuVd" lang="fr"><span class="hgKElc">le travail exercé par la force
d'un Newton dont le point d'application se déplace d'un mètre dans la
direction de la force. </span></span></p><p><span class="ILfuVd" lang="fr"><span class="hgKElc"> </span></span></p><p><span class="ILfuVd" lang="fr"><span class="hgKElc">Le salaire minimum interprofessionnel de croissance (Smic) est le salaire horaire en dessous duquel il est interdit de rémunérer un salarié, et ce, quelle que soit la forme de sa rémunération (au temps, au rendement, à la tâche, à la pièce, à la commission ou au pourboire). Le Smic s’applique sur l’ensemble du territoire métropolitain, en Guadeloupe, en Guyane, en Martinique, à la Réunion, et dans les collectivités d’Outre-mer de Saint-Barthélémy, de Saint-Martin et de Saint-Pierre-et-Miquelon.<br />https://www.urssaf.fr/portail/home/taux-et-baremes/smic.html<br /><br />Smic horaire brut<br /><br />Montants au 1er janvier 2024<br /><br />Cas général 11,65 € 1 766,92 €<br />Salariés entre 17 et 18 ans (abattement de 10 %) 10,48 € 1 590,22 €<br />Salariés de moins de 17 ans (abattement de 20 %) 9,32 € 1 413,53 €<br /><br />Le minimum garanti est fixé à 4,15 €.<br />Pour Mayotte : Smic brut horaire 8,80 € et Smic brut mensuel : 1 334,67 € (35 heures hebdomadaires). <br /></span></span></p><p><br /></p><p><br /></p><p><br /></p><p><br /></p><div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0tag:blogger.com,1999:blog-1245039520249139173.post-32199489863280600012023-08-08T06:13:00.010-07:002024-03-12T13:09:57.636-07:00Weird Fishes Arpeggi : drôles de poissons (Radiohead)<div style="text-align: center;"></div><p style="text-align: center;"><i> "I can't sleep with your memory"</i></p><p style="text-align: left;"> <a href="https://en.wikipedia.org/wiki/Weird_Fishes/Arpeggi">Weird Fishes / Arpeggi</a> were caught in my top ten (and more) net song list. The song is from 2007 album "<a href="https://en.wikipedia.org/wiki/In_Rainbows">In Rainbow</a>" by <a href="https://en.wikipedia.org/wiki/Radiohead">English rock band Radiohead</a>. It popped up (once again) this summer on Mount Lozère (<a href="https://en.wikipedia.org/wiki/Mont_Loz%C3%A8re">mont-Lozère, mont Losera</a>). </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgIYnXs48Th78XmKJ-P8K0xoR_cxIysbeBU_ZazPdxR2oNzCkGWV3JgDQA28Shgy7e9ZM6fi5l1hc0yF3Wu-FjXtF0MteNe1objl8lzgpM5WwiFouQoLEmqjlkN80HOLugBJ5zDhxyrUQ4bmEUuVDS593M_gEFgAJ6GhL6ZxqYBHPLU91URuxeKV8JZpW0/s3968/IMG_20230801_105657_Lozere-chateau-Grizac-Urbain-V.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="2976" data-original-width="3968" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgIYnXs48Th78XmKJ-P8K0xoR_cxIysbeBU_ZazPdxR2oNzCkGWV3JgDQA28Shgy7e9ZM6fi5l1hc0yF3Wu-FjXtF0MteNe1objl8lzgpM5WwiFouQoLEmqjlkN80HOLugBJ5zDhxyrUQ4bmEUuVDS593M_gEFgAJ6GhL6ZxqYBHPLU91URuxeKV8JZpW0/s320/IMG_20230801_105657_Lozere-chateau-Grizac-Urbain-V.jpg" width="320" /> </a></div><div class="separator" style="clear: both; text-align: center;"><i>Grizac Castle, home of Pope Urban V, born in 1310 as Guillaume de Grimoard</i></div><p style="text-align: left;"></p><p style="text-align: left;">I was up to <a href="https://en.wikipedia.org/wiki/Ch%C3%A2teau_de_Grizac">Grizac Castle</a> (France, Occitanie, Lozère) from La Vernède (in a house, where very seemingly <a href="https://en.wikipedia.org/wiki/Robert_Louis_Stevenson">Robert Louis Stevenson</a> stopped at with <a href="https://en.wikipedia.org/wiki/Travels_with_a_Donkey_in_the_C%C3%A9vennes">she-donkey Modestine</a>), along <a href="http://www.randonnee-urbain-v.com/es/2015/04/12/grizac/">GR 670</a>, where <a href="https://en.wikipedia.org/wiki/Pope_Urban_V">Pope Urban V</a> was born in the château in 1310 with the name Guillaume de Grimoard.</p><div class="separator" style="clear: both; text-align: center;"></div><p style="text-align: left;"></p><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"><img border="0" data-original-height="3968" data-original-width="2976" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEicUGAQf0AkAnQoJq7jOT4s3Jdnnio7E5sdWf0e4oTghhYBI3BrmhKSgcbuetj8OFMu1432MJheQqShlwIUucsAvi6QxTmUgZLwExieMW88wuIvyURanuBiCSGOf9derqu2baVgAVFKreFAAgOTACdT3LOv7m6hdJvx68o1nZXeWSDPbfwH6NUCJgVTtuY/s320/IMG_20230801_101618_Lozere-Grizac-art-brut-maison-totem.jpg" width="240" /> </div><div class="separator" style="clear: both; text-align: center;"><i>Grizac, Maison des totems (<a href="https://jacques-mauduy-cactus.webnode.fr/">Jac cactus Mauduy</a>)</i><br /></div><p style="text-align: left;"></p><p style="text-align: left;">One of the first houses welcomes you with "outside art" or "art brut", made of carved/painted wooden cuts. A home for <a href="https://jacques-mauduy-cactus.webnode.fr/">Jacques (Cactus) Mauduy</a>. Suddenly... weird fishes: <br /></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjA3dQLY5UnAI39n4trBoR3mPRzDQs_deBjL_MKHTML7DhY0Qndkph-WxIyZVe1SDvby6sWb2XOv22l-NB9NenmjhlQBhy1Go0sZ5e5dGLAwRq_0UZdvrJF46wNZI5B45YyLhNnJ9UFvlbTVDdzlUQ8gjtuoWM2MaA_u45Md0H4CX5RAgalX3y_dWfaNLE/s3968/IMG_20230801_101742_Lozere-Grizac-art-brut-Weird-fishes.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="2976" data-original-width="3968" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjA3dQLY5UnAI39n4trBoR3mPRzDQs_deBjL_MKHTML7DhY0Qndkph-WxIyZVe1SDvby6sWb2XOv22l-NB9NenmjhlQBhy1Go0sZ5e5dGLAwRq_0UZdvrJF46wNZI5B45YyLhNnJ9UFvlbTVDdzlUQ8gjtuoWM2MaA_u45Md0H4CX5RAgalX3y_dWfaNLE/s320/IMG_20230801_101742_Lozere-Grizac-art-brut-Weird-fishes.jpg" width="320" /> </a></div><div class="separator" style="clear: both; text-align: center;"> <i>Grizac, Maison des totems : Drôles de poissons, Weird Fishes/Arpeggi (Radiohead reminiscence)<br /></i></div><p style="text-align: left;">I like synesthesia: when your nerve system routes signals through different/unrelated media. Like our senses get bitten by the worms... and weird fishes. Here are a couple of versions and nice covers. One of the weirdest being <a href="https://www.youtube.com/watch?v=TNRCvG9YtYI">Weird Fishes flying animation by Tobias Stretch</a>: </p><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"><iframe allowfullscreen="" class="BLOG_video_class" height="266" src="https://www.youtube.com/embed/TNRCvG9YtYI" width="320" youtube-src-id="TNRCvG9YtYI"></iframe> </div><div class="separator" style="clear: both; text-align: center;"><i>Radiohead - Weird Fishes - Flying animation by Tobias Stretch </i></div><p>For electro-fans (summer is here), the <a href="https://www.youtube.com/watch?v=N-cV6coiSVw">Arpeggi adaptation by Kelly Lee Owens in her Inner songs</a> is great. Here are a handful of excellent versions:<br /></p><p style="text-align: left;"></p><p style="text-align: left;"></p><ul style="text-align: left;"><li><div class="separator" style="clear: both; text-align: center;"></div> <a href="https://www.youtube.com/watch?v=FuzO3kXcPWI ">Moths in the Attic - Weird Fishes / Arpeggi (Radiohead Cover) </a></li><li><a href="https://www.youtube.com/watch?v=EjwubJttWPc">Eric Vitoff - Weird Fishes (Radiohead multi-effect looping cover)</a></li><li><a href="https://www.youtube.com/watch?v=XmjcuFY6W0g">Kasper van Dijk - Ensembleweek ODM Utrecht (Radiohead - Weird Fishes Orchestral)</a></li><li><a href="https://www.youtube.com/watch?v=TJuZ0PyWUPk">Jonny Greenwood - Arpeggi (feat. Thom Yorke)</a></li><li><a href="https://www.youtube.com/watch?v=BpRHW45ZVns">Sybarite5 plays Radiohead's Weird Fishes</a></li><li><a href="https://www.youtube.com/watch?v=u9lAIvLosyg">Elise Trouw - Radiohead Meets The Police (Live Loop Mashup) - "Weird Fishes/ Arpeggi" and The Police's "The Bed's Too Big Without You."</a></li><li><a href="https://www.youtube.com/watch?v=zKBxevCCe04">Nonsemble Perform Radiohead's Weird Fishes/Arpeggi</a> </li><li> <a href="https://www.youtube.com/watch?v=TNRCvG9YtYI">Weird Fishes flying animation by Tobias Stretch</a></li><li><a href="https://www.youtube.com/watch?v=N-cV6coiSVw">Kelly Lee Owens – Arpeggi</a></li><li><a href="https://www.youtube.com/watch?v=4mmSOKWNvCU">Sad little attic boy - Weird fishes - Radiohead (cover)</a></li><li><a href="https://www.youtube.com/watch?v=_AatCjkjTng">Rachel Sunter, RSUN (fka Arsoniste) - Weird Fishes/Arpeggi - Wooden Piano Live Sessions</a> </li><li><a href="https://www.youtube.com/watch?v=xWGPfH10zmI">Radiohead – Weird Fishes/Arpeggi (Piano Cover by Josh Cohen)</a> </li><li><a href="https://www.youtube.com/watch?v=LdbHO_KhCig">Lianne La Havas - Weird Fishes</a></li><li><a href="https://www.youtube.com/watch?v=rpxm1qWgzRA">Phantogram cover Radiohead 'Weird Fishes/Arpeggi' for Like A Version</a></li><li><a href="https://www.youtube.com/watch?v=N7CDVqkIK98">Rodrigo y Gabriela - Weird Fishes/ Arpeggi (Radiohead Cover)</a></li><li><a href="https://www.youtube.com/watch?v=r5xsKplaNpA">Wolves in Aramid - Weird Fishes/Arpeggi - Radiohead Cover </a></li><li><a href="https://www.youtube.com/watch?v=WKnCghjf3Kg">Haze Sessions Weird Fishes/Arpeggi - Radiohead Cover</a> </li><li><a href="https://www.youtube.com/watch?v=R9bPMnFCj68">One of the first versions of Weird Fishes #radiohead -- "Arpeggi", performed at Ether Festival 2005 -- London Sinfonietta conducted by Martyn Brabbins with the Arab Orchestra of Nazareth, Thom Yorke (voice), Jonny Greenwood, Valerie Hartmann-Claverie, Bruno Perrault, Nathalie Forget, Fabienne Martin-Besnard, Nadia Ratsimandresy, Pascale Rousse-Lacordaire (ondes Martenots)</a></li><li><a href="https://www.youtube.com/watch?v=x8-HThz3pQk">Oregon Koto-Kai -- "Weird Fishes/Arpeggi" (Radiohead cover)</a></li><li><a href="https://www.youtube.com/watch?v=x8-HThz3pQk">Kutsal Kaan Bilgin -- Radiohead Weird Fishes /Arpeggi</a><br /></li></ul> <div style="text-align: center;"><i>"That look on my face was just pride"</i><br /></div><div style="text-align: left;"> <br /><br /></div><div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0tag:blogger.com,1999:blog-1245039520249139173.post-4404197942215784382022-08-13T00:26:00.212-07:002022-08-13T09:19:42.199-07:00#SODA un hashtag (mot-dièse) pour le partage d'information ?<p>Pourquoi #SODA ? Comme acronyme de "Sans Obligation D'Achat", pour le partage d'information à évaluer. Une proposition de mot-dièse ou de hashtag, voire d'objet.</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj_X16aj13dzEfjD1Ls3jLQZ0q-OsTlQ2-Z2M-ghRP4Ov0X9EMyZIN4V8dkfNUMo8NJW2AsHNILcI2JxVbA6LCLjwzb0nkuAhtuGpJpIGHSNMB8xJN0Ge0koce92GvTra5nxiQM5RhaYfdjo9S3rffL82J32e_gUOZ8KDQ5Qk6ePYIgIbY_NCdM6iPW/s228/fun_internet-twitter-hashtag-soda-sans-obligation-d-achat-centered2.png" style="margin-left: 1em; margin-right: 1em;"><img alt="Hashtag SODA pour "sans obligation d'achat"" border="0" data-original-height="123" data-original-width="228" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj_X16aj13dzEfjD1Ls3jLQZ0q-OsTlQ2-Z2M-ghRP4Ov0X9EMyZIN4V8dkfNUMo8NJW2AsHNILcI2JxVbA6LCLjwzb0nkuAhtuGpJpIGHSNMB8xJN0Ge0koce92GvTra5nxiQM5RhaYfdjo9S3rffL82J32e_gUOZ8KDQ5Qk6ePYIgIbY_NCdM6iPW/s16000/fun_internet-twitter-hashtag-soda-sans-obligation-d-achat-centered2.png" title="Définition de SODA : "sans obligation d'achat"" /></a></div><p></p><p>Par la parole, par écrit, par SMS, par email, sur les réseaux sociaux... Une règle d'or est de vérifier l'information que l'on partage, diffuse (ou sinon de garder le silence). Et l'on ne sait pas tout vérifier dans un temps limité. </p><p>Par ailleurs, l'on peut diffuser de l'information parce que l'on pense que le/la destinataire saura mieux que vous en profiter. Exemple : je reçois une nouvelle dans le domaine un domaine médical précis (je ne suis pas médecin), par exemple une information tenue sur un effet sanitaire d'un vaccin. Il en arrive des tonnes, séparer le bon grain de l'ivraie est difficile. Mais cette info me semble (intuition) contenir un plus que je ne suffis pas. Si je choisis spécifiquement de la partager avec un ami épidémiologiste, c'est parce que je crois que cela peut l'intéresser, et qu'il saura mieux l'interpréter. Puis m'en dire plus, pointer une erreur... Gagnant-gagnant comme on dit. <br /></p><p>Pour les diffusions plus larges, moins focalisées, à un groupe d'amis, une liste email, sur un réseau social, l'idée de base est analogue : l'un des récipiendaires pourra faire un commentaire utile, ajouter une source plus fiable, émettre un avis nuancé. Elle (l'idée) se complète par la dynamique propre aux réseaux sociaux : l'information se propage à d'autres personnes pouvant la jauger, et les fameux "algorithmes" peuvent vous proposer des contenus similaires.</p><p>Et alors, quel est mon problème ? Par probité intellectuelle, je passe bien au temps à ponctuer mes messages de circonlocutions fastidieuses pour dire : <i>pour ton information</i>, <i>je ne suis pas sûr</i>, <i>ça mérite discussion</i>, <i>je ne comprends pas tout</i>, <i>avec toutes les précautions nécessaires</i>, etc. Et parfois, je l'avoue, j'ai la flemme d'écrire ces précautions oratoires, et cela freine mes envois informatifs. Et souvent (Matodon, Twitter), le nombre de caractères est limité<br /></p><p>Pour dire tout cela à la fois (et en même temps), je propose ce <i>hashtag</i>/mot-dièse plutôt francophone : l'acronyme #SODA pour "Sans Obligation D'Achat". Je n'en ai pas trouvé d’occurrence antérieure. C'est un peu comme l'ancien <a href="https://fr.wikipedia.org/wiki/Sans_garantie_du_gouvernement">SGDG ou "Sans Garantie Du Gouvernement"</a>, mention légale dégageant la responsabilité de l'État quant à des dispositifs brevetés. Ce fut établi en 1844, la mention à disparu en 1968 en France, mais elle aurait encore cours en Belgique. </p><p>Nota : le symbole ≜ (égal avec delta) signale en mathématique ou physique une définition. Dont je cherche toujours l'origine : <a href="https://hsm.stackexchange.com/q/5166/4130">Who first defined the "equal-delta" or "delta over equal" (≜) symbol?</a><span class="math-container"><span class="MathJax" data-mathml="<math xmlns="http://www.w3.org/1998/Math/MathML"><mo>&#x225C;</mo></math>" id="MathJax-Element-3-Frame" role="presentation" style="position: relative;" tabindex="0"><span class="math" id="MathJax-Span-6" style="display: inline-block; width: 0.98em;"><span style="display: inline-block; font-size: 116%; height: 0px; position: relative; width: 0.805em;"><span style="clip: rect(1.382em, 1000.75em, 2.453em, -1000em); left: 0em; position: absolute; top: -2.414em;"><span class="mrow" id="MathJax-Span-7"><span class="mo" id="MathJax-Span-8" style="font-family: MathJax_AMS;"> </span></span></span></span></span></span></span></p><p><span class="math-container"><span class="MathJax" data-mathml="<math xmlns="http://www.w3.org/1998/Math/MathML"><mo>&#x225C;</mo></math>" id="MathJax-Element-3-Frame" role="presentation" style="position: relative;" tabindex="0"></span></span></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgk7ggbaYqNvcHKnpWXaHyTeSGoMnzWqw0g5VkU-Chctim9rzpxWGBWrog6AXj6IuiDd3-wyS0CX5xRlryvl967pJe85qhyBJ3rzG4oCF-oPPnY4s7JsithUJzRXFqM4FAJ2dXapkCOHxMe6GFn8_iSc1Ed5UWrhpvP0czCJsWATOHQURZ5wzzflqyw/s640/fun_information-knowledge-conspiration.jpg" style="margin-left: 1em; margin-right: 1em;"><img alt="Linking dots: Information, Knowledge, Conspiration theory" border="0" data-original-height="337" data-original-width="640" height="169" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgk7ggbaYqNvcHKnpWXaHyTeSGoMnzWqw0g5VkU-Chctim9rzpxWGBWrog6AXj6IuiDd3-wyS0CX5xRlryvl967pJe85qhyBJ3rzG4oCF-oPPnY4s7JsithUJzRXFqM4FAJ2dXapkCOHxMe6GFn8_iSc1Ed5UWrhpvP0czCJsWATOHQURZ5wzzflqyw/w320-h169/fun_information-knowledge-conspiration.jpg" title="Linking dots: Information, Knowledge, Conspiration theory" width="320" /></a></div><br /><span class="math" id="MathJax-Span-6" style="display: inline-block; width: 0.98em;"><span style="display: inline-block; font-size: 116%; height: 0px; position: relative; width: 0.805em;"><span style="clip: rect(1.382em, 1000.75em, 2.453em, -1000em); left: 0em; position: absolute; top: -2.414em;"><span class="mrow" id="MathJax-Span-7"><span class="mo" id="MathJax-Span-8" style="font-family: MathJax_AMS;">≜</span></span></span></span></span><p></p><div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0tag:blogger.com,1999:blog-1245039520249139173.post-78837856762599660172022-07-26T07:06:00.004-07:002022-07-26T07:12:22.723-07:00ING bank scam : act 00 exposition<p>I live in France. In my life, I moved a lot. I had to open several novel bank accounts, because of regulations, regional rules, offers etc. OK. Traditional local banking went (for me) to a limit in terms of quality of service. It was always: "because of the computer" or "delay in central services". I had never been negative in bank deposit (except once with a mistake from SoGénAl), in the 1995's. <br /></p><p>I therefore tried online banking, with a debit card, with two options: MonaBanq, and ING Direct.The service was sleek, until it went so bad. MonaBanq was honest, ING Direct is my worst direct banking experience ever. Now, I cannot access to my account. Your phone line cannot be reached<br /></p><p> </p><p>Let's wait for episode 01. <br /></p><p></p><p><img alt="" 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" /></p><div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0tag:blogger.com,1999:blog-1245039520249139173.post-43264790149685450942021-07-03T12:22:00.011-07:002021-07-03T12:25:58.284-07:00Douarnenez : le champ des sirènes de Marianne Larvol<p></p><div class="separator" style="clear: both; text-align: justify;"><a href="https://1.bp.blogspot.com/-2I5AxloiMqI/YOC5b-lBIJI/AAAAAAAAK18/nrRcHQNSV7oln30hx9CI-N3qYWtHcdFDwCLcBGAsYHQ/s1200/canvas.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="900" data-original-width="1200" src="https://1.bp.blogspot.com/-2I5AxloiMqI/YOC5b-lBIJI/AAAAAAAAK18/nrRcHQNSV7oln30hx9CI-N3qYWtHcdFDwCLcBGAsYHQ/s320/canvas.png" width="320" /></a>Réminiscences de la légende de la <a href="https://fr.wikipedia.org/wiki/Ys">ville d'Ys</a>, les murs de <a href="https://douarnenez-tourisme.co.uk/">Douarnenez </a>en Bretagne viennent d'être habités de sirènes, fresques ou collages éphémères dus au travail de <a href="http://www.mariannelarvol.sitew.fr/">Marianne Larvol</a>. graphiste, illustratrice. Les escargots et les averses auront bientôt raison de ces beautés marines, alors en voici une trace. Détails: <a href="https://www.letelegramme.fr/finistere/douarnenez/a-douarnenez-les-sirenes-de-marianne-larvol-enchantent-le-promeneur-28-06-2021-12778538.php">À Douarnenez, les sirènes de Marianne Larvol enchantent le promeneur</a>. Et pour l'accompagnement musical, <a href="https://www.youtube.com/watch?v=AKSKekeE9B8">Sirenes</a> de <a href="https://www.guillaume-perret.com/en/">Guillaume Perret </a>sur le bel album A certain trip. <br /></div><p></p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://1.bp.blogspot.com/-haUJWPkLvas/YOC2VvQxPmI/AAAAAAAAK1Q/TaTCfcdqYWUgHajDl_PomWjIlrGtGH1OQCLcBGAsYHQ/s853/IMG_20210628_181212-SMALL.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="853" data-original-width="640" height="320" src="https://1.bp.blogspot.com/-haUJWPkLvas/YOC2VvQxPmI/AAAAAAAAK1Q/TaTCfcdqYWUgHajDl_PomWjIlrGtGH1OQCLcBGAsYHQ/s320/IMG_20210628_181212-SMALL.jpg" /></a></div><br /><div class="separator" style="clear: both; text-align: center;"><a href="https://1.bp.blogspot.com/-tWyIlYqtFW0/YOC2VsUoM9I/AAAAAAAAK1M/ihK8Phgmo94oZ3b8p0yC9Ebv5OqBecyYwCLcBGAsYHQ/s853/IMG_20210628_181951-SMALL.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="853" data-original-width="640" height="320" src="https://1.bp.blogspot.com/-tWyIlYqtFW0/YOC2VsUoM9I/AAAAAAAAK1M/ihK8Phgmo94oZ3b8p0yC9Ebv5OqBecyYwCLcBGAsYHQ/s320/IMG_20210628_181951-SMALL.jpg" /></a></div><br /><div class="separator" style="clear: both; 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text-align: center;"><a href="https://1.bp.blogspot.com/-ZOVxZXVbmh8/YOC2WYgvr2I/AAAAAAAAK1g/g75pytuiKi4TfHBzhwtOnIcf1EmzD3HVQCLcBGAsYHQ/s853/IMG_20210701_162823-SMALL.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="853" data-original-width="640" height="320" src="https://1.bp.blogspot.com/-ZOVxZXVbmh8/YOC2WYgvr2I/AAAAAAAAK1g/g75pytuiKi4TfHBzhwtOnIcf1EmzD3HVQCLcBGAsYHQ/s320/IMG_20210701_162823-SMALL.jpg" /></a></div><br /><div class="separator" style="clear: both; text-align: center;"><a href="https://1.bp.blogspot.com/-15VdYnuZmS4/YOC2WthqtII/AAAAAAAAK1k/sYviSGGBAOoqx2a4rgUYi4gsqHwmuWxdgCLcBGAsYHQ/s853/IMG_20210701_191049-SMALL.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="853" data-original-width="640" height="320" src="https://1.bp.blogspot.com/-15VdYnuZmS4/YOC2WthqtII/AAAAAAAAK1k/sYviSGGBAOoqx2a4rgUYi4gsqHwmuWxdgCLcBGAsYHQ/s320/IMG_20210701_191049-SMALL.jpg" /></a></div><br /><div class="separator" style="clear: both; text-align: center;"><a href="https://1.bp.blogspot.com/-UrZwv5dH2eo/YOC2WioP2nI/AAAAAAAAK1o/MNb6zlwwVi8X5cEFF2OIMtISKrTWUmA3ACLcBGAsYHQ/s853/IMG_20210701_191359-SMALL.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="853" data-original-width="640" height="320" src="https://1.bp.blogspot.com/-UrZwv5dH2eo/YOC2WioP2nI/AAAAAAAAK1o/MNb6zlwwVi8X5cEFF2OIMtISKrTWUmA3ACLcBGAsYHQ/s320/IMG_20210701_191359-SMALL.jpg" /></a></div><p></p><div class="separator" style="clear: both; text-align: center;"><iframe allowfullscreen="" class="BLOG_video_class" height="266" src="https://www.youtube.com/embed/AKSKekeE9B8" width="320" youtube-src-id="AKSKekeE9B8"></iframe> </div><div class="separator" style="clear: both; text-align: center;">Guillaume Perret, Sirenes, A certain trip <br /></div><br /><p><br /> </p><p><br /></p><div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0tag:blogger.com,1999:blog-1245039520249139173.post-54132873115649609282021-04-19T12:59:00.004-07:002021-04-19T12:59:25.022-07:00Kebab principle: digital mafia<p>[Post to be continued later, I'm just marking space]</p><p>I developed the <b>Kebab principle</b> in Strasbourg (Alsace, France), lunching excellent kebabs (with Rotekohl) in Pamukalle II.</p><p>I elaborated on the <b>Digital Mafia</b> in another and more gourmet Kebab restaurant in Paris: rue du Paradis, in one Our Kebab franchise (Grand Paris, France). </p><p>Stay tuned (teaser)<br /></p><div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0tag:blogger.com,1999:blog-1245039520249139173.post-34000818447057102202021-03-21T05:58:00.007-07:002021-03-21T06:42:10.039-07:00Kultur Pop 49 : syzygy<p><span style="font-family: inherit;"><b>Kultur Pop</b> ? Il s'agit de compilations de génériques musicaux d'émissions de radio (surtout culturelles, </span><span style="font-family: inherit;"><span style="font-family: inherit;">France Culture/France Inter, et parfois des intruses)</span>, émissions et musiques qui m'ont influencées. <br /></span></p><div class="separator" style="clear: both; text-align: center;"><span style="font-family: inherit;"><a href="https://1.bp.blogspot.com/--hiGhlA4q0E/YFdNIynlwlI/AAAAAAAAKtg/Uktpzd6mfzw1r0YdSqFs1jmGUfLopyMDgCLcBGAsYHQ/s1542/fun-sci_astronomy-COLAS-Francois-syzygy-saturnus-jupiter-eiffel-tower.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="837" data-original-width="1542" src="https://1.bp.blogspot.com/--hiGhlA4q0E/YFdNIynlwlI/AAAAAAAAKtg/Uktpzd6mfzw1r0YdSqFs1jmGUfLopyMDgCLcBGAsYHQ/s320/fun-sci_astronomy-COLAS-Francois-syzygy-saturnus-jupiter-eiffel-tower.jpg" width="320" /></a></span></div><span style="font-family: inherit;"><br />L</span><span style="font-family: inherit;"><span style="font-family: inherit;">e 49e volume de génériques radiophoniques <a href="https://laurent-duval.blogspot.com/p/kultur-pop-generiques-france-culture.html">Kultur Pop</a>, vient donc de paraître. Il est nommé "Syzygy". Cela faisait plusieurs confinements depuis le numéro 48, et tous les précédents disponibles sur "<a href="https://laurent-duval.blogspot.com/p/kultur-pop-generiques-france-culture.html">La vertu d'un LA : Kultur Pop</a>". Coïncidence, il contient un morceau du EP de Saycet : </span></span><br /><span style="font-family: inherit;"><span style="font-family: inherit;"><span class="style-scope yt-formatted-string" dir="auto"> "One Day At Home".</span></span></span><p></p><p><span style="font-family: inherit;"><span style="font-family: inherit;"> Kultur Pop 49 "Syzygy" se place sous le signe de la science, dans une conjonction (syzygy ou syzygie). Celle du décès de <a href="https://fr.wikipedia.org/wiki/Michel_Alberganti">Michel Alberganti</a> (producteur de radio, journaliste et écrivain) qui anima notamment la passionnante émission "Science-Friction" sur France Culture. Et celle du prix AJSPI (Association des journalistes scientifiques de la presse d’information) du <a href="https://www.ajspi.com/vie-association/prix-et-concours/prix-ajspi-du-journaliste-2021-le-gagnant-est/">meilleur journaliste scientifique de l'année 2021 décerné au journaliste scientifique Nicolas Martin</a> (avec notamment : Radiographie du coronavirus, Les idées Claires, La Méthode Scientifique).<br /></span></span></p><p><span style="font-family: inherit;">Tandis :</span>
</p><ul style="text-align: left;"><li><span style="font-family: inherit;">que le rayon de la pandémie s’accroît,<br /></span></li><li><span style="font-family: inherit;">que le volume de la crédibilité dite scientifique se dissipe dans les vapeurs vaccinales,<br /></span></li><li><span style="font-family: inherit;">que toute attestation atteste de la fragilité attestant les propos ci-dessus,<br /></span></li></ul><p>
<span style="font-family: inherit;">nous écouterons :</span></p><ul style="text-align: left;"><li><span style="font-family: inherit;">Kultur Pop #49-01 Juke-Box (ex-Métronomique), France Culture : David Axelrod, <a href="https://youtu.be/8j8pSu3U7WM">Holy Thursday</a> </span></li><li><span style="font-family: inherit;">Kultur Pop #49-02 Science Friction, fin, </span><span style="font-family: inherit;"><span style="font-family: inherit;">France Culture</span> : Readymade FC (Jean-Philippe verdin) <a href="https://youtu.be/5NfmuSSC_Qc">Interlude 01</a></span><span style="font-family: inherit;"> </span></li><li><span style="font-family: inherit;">Kultur Pop #49-03 De beaux lendemains - début</span><span style="font-family: inherit;"><span style="font-family: inherit;">, France Culture : O. Lamm, <a href="https://www.youtube.com/watch?v=YpyWIaMtj18">Kopavogur Revisited & Tennis / Piano In Kyoto</a></span></span></li><li><span style="font-family: inherit;"><span style="font-family: inherit;">Kultur Pop #49-04 Heureux qui comme Ulysse (France Inter) et La démarche scientifique, Le journal des sciences (France Culture) : Saycet, <a href="https://www.youtube.com/watch?v=I721agkfbrw">Chromatic bird</a></span></span></li><li><span style="font-family: inherit;"><span style="font-family: inherit;">Kultur Pop #49-05 La méthode scientifique, fin</span></span><span style="font-family: inherit;"><span style="font-family: inherit;"><span style="font-family: inherit;"><span style="font-family: inherit;"> (France Culture)</span></span> : Nils Frahm, <a href="https://www.youtube.com/watch?v=dIwwjy4slI8">Says</a></span></span></li><li><span style="font-family: inherit;"><span style="font-family: inherit;">Kultur Pop #49-06 Interlude jour, après Sur les docks</span></span><span style="font-family: inherit;"><span style="font-family: inherit;"><span style="font-family: inherit;"><span style="font-family: inherit;"><span style="font-family: inherit;"><span style="font-family: inherit;"> (France Culture)</span></span> :</span></span> Jean-Yves Berenguer, <a href="https://www.musicme.com/Pierre-Yves-Berenguer/albums/%5Bmino%5D-Taure-0826596021195.html#">Ellipse </a>([Mino]taure)</span></span></li><li><span style="font-family: inherit;"><span style="font-family: inherit;">Kultur Pop #49-07 Science Friction, interlude (France Culture) : F. S. Blumm, <a href="https://www.youtube.com/watch?v=Fgg0gk7_iIY">Standuhrwerk</a></span></span></li><li><span style="font-family: inherit;"><span style="font-family: inherit;">Kultur Pop #49-08 La méthode scientifique, La recherche montre en main</span></span><span style="font-family: inherit;"><span style="font-family: inherit;"><span style="font-family: inherit;"><span style="font-family: inherit;"> (France Culture) : </span></span>Little People, <a href="https://www.youtube.com/watch?v=yLJ-EPuW1UE">Start Shootin'</a></span></span></li><li><span style="font-family: inherit;"><span style="font-family: inherit;">Kultur Pop #49-09 <a href="https://nouvellesecoutes.fr/podcast/la-poudre/">Nouvelles écoutes, La poudre</a> : Michel Legrand, <a href="https://www.youtube.com/watch?v=MUOZFgd11pQ">La femme coupée en morceaux</a></span></span></li></ul><p>L'ensemble des morceaux est partiellement disponible en une liste YouTube : <a href="https://youtube.com/playlist?list=PL55rYGbaaD4TQM03EJvaPMn7v0TF9M5JW">Kultur Pop 49, génériques de radio culturelles</a>. Les abonnés connaissent le lien global de <a href="https://laurent-duval.blogspot.com/p/kultur-pop-generiques-france-culture.html">Kultur Pop des génériques radio</a>. Les connoisseurs recevront l'archive sous pli discret.<br /></p><p></p><p></p><p><br /> <br /> </p><div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0tag:blogger.com,1999:blog-1245039520249139173.post-60738183279184369492021-01-03T05:03:00.009-08:002021-01-03T05:14:41.487-08:00Vœux pour 2021 : faire surface // Emerge<p><span style="font-size: xx-small;">TL;PL : meilleurs voeux en images et sons ci-dessous sont à retrouver en lien ci-après<br /><a data-saferedirecturl="https://www.google.com/url?q=https://www.youtube.com/playlist?list%3DPL55rYGbaaD4Qq82CRooLnw34xb53w-V46&source=gmail&ust=1609757869375000&usg=AFQjCNEcxZbnofzZyn1228mGJrRhjyAZdg" href="https://www.youtube.com/playlist?list=PL55rYGbaaD4Qq82CRooLnw34xb53w-V46" target="_blank">https://www.youtube.com/<wbr></wbr>playlist?list=<wbr></wbr>PL55rYGbaaD4Qq82CRooLnw34xb53w<wbr></wbr>-V46</a><br />TL;DR: best wishes in pictures and sounds below in link just above <br /></span></p><p><span style="font-size: xx-small;"></span></p><div class="separator" style="clear: both; text-align: center;"><span style="font-size: xx-small;"><a href="https://1.bp.blogspot.com/-4YxtSr_W7Uo/X_HDA8q08jI/AAAAAAAAKps/4NqxH0iJJxs3yW_SbwbEHtTlxitacUgbwCLcBGAsYHQ/s1067/DSC07291-copenhagen-sculpture-helmet-diver-upright.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1067" data-original-width="800" height="320" src="https://1.bp.blogspot.com/-4YxtSr_W7Uo/X_HDA8q08jI/AAAAAAAAKps/4NqxH0iJJxs3yW_SbwbEHtTlxitacUgbwCLcBGAsYHQ/s320/DSC07291-copenhagen-sculpture-helmet-diver-upright.jpg" /></a></span></div><span style="font-size: xx-small;"><br /></span>//// Faire surface (English version below)<br />C'est un beau mobile pour le 20-21 qui s'annonce : en sculpture, danse, fête, film, peinture et musiques...<br /><p></p><ul><li>L'on peut commencer <a href="https://youtu.be/A5J6Qb11UHE">autour des mobiles d'Alexander Calder</a> ;</li><li>L'on
peut <a href="https://youtu.be/1eBSi5B8nDY">savoir chuter (avec Yoann Bourgeois en danse)</a> et pouvoir chanter
la fête (<a href="https://youtu.be/7FVC11hQNWE">avec Meute, une fanfare électrique sur un toit</a>) ;</li><li>L'on
peut croire pêcher (avec <a href="https://youtu.be/ktGa0fSA6Gg">Michael Dudok de Wit en court-métrage "Le moine et le poisson"</a>, et
Arcangelo Corelli) tout en restant sérieux (avec <a href="https://youtu.be/M4ZinUfqiXE">Max Ernst en peinture</a>) ;</li><li>L'on
peut se rassembler (en <a href="https://youtu.be/tUNBxasld6Q">jam session avec Kyteman Orchestra</a>) et rêver à
un <a href="https://youtu.be/hRdF4ELTuPI">nouveau monde (de Anton Dvořák, par Ferenc Fricsay en grand ensemble</a>).<br /></li></ul><b>Je te souhaite <a href="https://youtu.be/NsUFBm1uENs">que cette année 2021 se déroule sans accroc (avec Hannibal Smith de l'Agence tous risques)</a></b><br /><br />//// Emerge (version française plus haut)<br />What a great motive for the upcoming 20-21: dance, sculpture, party, movie, painting and music, etc.<br /><ul><li>One can evolve <a href="https://youtu.be/A5J6Qb11UHE">around Calder's mobiles</a>,</li><li>One can <a href="https://youtu.be/1eBSi5B8nDY">learn to fall (with Yoann Bourgeois on suspension)</a> or feast (<a href="https://youtu.be/7FVC11hQNWE">on a roof, with Meute, an electro-based brass band</a>),</li><li>One can zen (with <a href="https://youtu.be/ktGa0fSA6Gg">Michael Dudok de Wit in a short film, the Monk and the fish</a>, with Arcangelo Corelli) and pen (with <a href="https://youtu.be/M4ZinUfqiXE">Max Ernst's paintings</a>),</li><li>One can musically meet (<a href="https://youtu.be/tUNBxasld6Q">jam session with Kyteman Orchestra</a>) and <a href="https://youtu.be/hRdF4ELTuPI">a new word greet (by Anton Dvořák, with Ferenc Fricsay)</a>.</li></ul><b>I wish <a href="https://youtu.be/NsUFBm1uENs">2021 comes together for you (with Hannibal Smith, A-team)</a></b><br /><br />*Détails // details :<br /><a href="https://youtu.be/A5J6Qb11UHE">Alexander Calder - Performing sculpture</a><br /><a href="https://youtu.be/1eBSi5B8nDY">Yoann Bourgeois - Celui qui tombe</a><br /><a href="https://youtu.be/7FVC11hQNWE">MEUTE - Rooftop Session</a><br /><a href="https://youtu.be/ktGa0fSA6Gg">Michael Dudok de Wit - The Monk and the Fish</a><br /><a href="https://youtu.be/M4ZinUfqiXE">Max Ernst - Paintings</a><br /><a href="https://youtu.be/tUNBxasld6Q">Kyteman Orchestra - PaDaDe (The Jam Sessions)</a><br /><a href="https://youtu.be/hRdF4ELTuPI">Dvořák, Anton - Symphony No.9 "From The New World" (par Ferenc Fricsay)</a><br /><a href="https://youtu.be/NsUFBm1uENs">L'agence tous risques // The A-Team - J'aime quand un plan se déroule sans accrocs//I love it when a plan comes together</a><div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0tag:blogger.com,1999:blog-1245039520249139173.post-59039528162664083922020-04-08T14:24:00.002-07:002020-10-04T10:24:26.742-07:00Hurricane Turtle: AA (the Word is a World)<div dir="ltr" style="text-align: left;" trbidi="on">
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" 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From ancient traditions, the hurricane turtle was the world. Since recent outcrops, <a href="https://www.facebook.com/HurricaneTurtleBand/">Hurricane Turtle</a> is the word. A band with no less than <b>Pierre Cherbero</b> (Chant / Orgue), <b>Seb "iep" Arruti</b> (Trombone), <b>Sylvain Téjérizo</b> (Saxophone), <b>Julien Dubois</b> (Basse), <b>Olivier Léani</b> (Batterie). No more. </div>
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They just released <a href="https://www.youtube.com/watch?v=QOAieyqRgHc">AA</a>. A beginning. <a href="https://www.youtube.com/watch?v=QOAieyqRgHc">A gambling song</a>:</div>
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Lyrics are here. They are:</div>
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#Band: <a href="https://www.facebook.com/HurricaneTurtleBand/">Hurricane Turtle (band)</a></div>
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#Song: AA</div>
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I used to play cards as a loving game</div>
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Cupidon strikes me right on time</div>
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In front of me the victime is a lame</div>
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He’s gonna fall on the magician that I am</div>
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I’m a gambler not a lover </div>
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My rocket looks like the better</div>
<div style="margin-left: 1em; margin-right: 1em; text-align: center;">
My deck is full of red hearts</div>
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But you know, he won’t see coming that part</div>
<div style="margin-left: 1em; margin-right: 1em; text-align: center;">
<br /></div>
<div style="margin-left: 1em; margin-right: 1em; text-align: center;">
AA got bullets in my hands now</div>
<div style="margin-left: 1em; margin-right: 1em; text-align: center;">
All-In, what you gonna do now</div>
<div style="margin-left: 1em; margin-right: 1em; text-align: center;">
AA got bullets with my aces now</div>
<div style="margin-left: 1em; margin-right: 1em; text-align: center;">
I’m All-In cut it out</div>
<div style="margin-left: 1em; margin-right: 1em; text-align: center;">
<br /></div>
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(Solo Saxophone)</div>
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<br /></div>
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Did I dream what I just saw there</div>
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The mo-fo kept the seven and a two for a full</div>
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My aces are just ashamed and he calls it</div>
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My finger on a trigger that I pull</div>
<div style="margin-left: 1em; margin-right: 1em; text-align: center;">
<br /></div>
<div style="margin-left: 1em; margin-right: 1em; text-align: center;">
AA got bullets in my hands now</div>
<div style="margin-left: 1em; margin-right: 1em; text-align: center;">
All-In, what you gonna do now</div>
<div style="margin-left: 1em; margin-right: 1em; text-align: center;">
AA got bullets with my aces now</div>
<div style="margin-left: 1em; margin-right: 1em; text-align: center;">
I’m All-In cut it out</div>
<div style="margin-left: 1em; margin-right: 1em; text-align: center;">
<br /></div>
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(Solo Trombone)</div>
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<br /></div>
<div style="margin-left: 1em; margin-right: 1em; text-align: center;">
AA got bullets in my hands now</div>
<div style="margin-left: 1em; margin-right: 1em; text-align: center;">
All-In, what I’m gonna do now</div>
<div style="margin-left: 1em; margin-right: 1em; text-align: center;">
AA feel just like a fish now</div>
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Got myself the sneakiest bad beat!</div>
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<br /></div>
<div style="margin-left: 1em; margin-right: 1em; text-align: center;">
(Theme)<br />
<br />
Take it on, boys</div>
<div class="separator" style="clear: both; text-align: center;">
</div>
<div style="margin-left: 1em; margin-right: 1em; text-align: center;">
<br /></div>
<i>Bonuses</i>:<br />
<ul style="text-align: left;">
<li>Mastered by Julien Dubois (<a href="https://www.facebook.com/pg/studprod/community/">STUD PROD</a>)</li>
<li><a href="https://en.wikipedia.org/wiki/Glossary_of_poker_terms">Glossary of poker terms</a></li>
<ul>
<li>all in: when a player bets all of their chips in the current hand (<a href="https://www.merriam-webster.com/dictionary/all-in">being almost without restrictions</a>) </li>
<li><a href="https://www.urbandictionary.com/define.php?term=mofo">mo-fo</a>: a naughty boy</li>
</ul>
<li><a href="https://en.wikipedia.org/wiki/Cultural_depictions_of_turtles">Cultural depictions of turtles</a></li>
<ul>
</ul>
<li><a href="https://pierrecherbero.tumblr.com/">Pierre Cherbero</a></li>
<li><a href="http://mnop.fr/2019/04/16/lep-arruti/">Seb "iep" Arruti</a></li>
<li>Sylvain Téjérizo</li>
<li>Julien Dubois</li>
<li>Olivier Léani</li>
</ul>
<br />
<br /></div>
<div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0tag:blogger.com,1999:blog-1245039520249139173.post-5906364118279198412020-03-22T15:48:00.004-07:002021-03-21T10:46:35.754-07:00SPOQ: norm ratio sparsity restoration (how I discovered sparsity and stopped worrying about it)<div dir="ltr" style="text-align: left;" trbidi="on">
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<span face=""arial" , sans-serif" style="background-color: white; color: #52565a;">[TL;DR] How I discovered sparsity and stopped worrying about it</span><br />
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<span face=""arial" , sans-serif" style="background-color: white; color: #52565a;">This is a journey into sparsity. </span><span face=""arial" , sans-serif" style="background-color: white; color: #52565a;">The story started in 2009, in the South of France, and the nice island of Porquerolles. </span><span style="color: #52565a;">Here, clear blue water.</span><span face=""arial" , sans-serif" style="background-color: white; color: #52565a;"><br /></span>
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<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://1.bp.blogspot.com/-tmtOmeRgLRs/Xpolyn-w-hI/AAAAAAAAKHw/sTzuER9Vaq8-cG3TGOLG2k9B_bASZmETwCLcBGAsYHQ/s1600/Porquerolles%2B-%2B200906xx%2B-%2B038%2B-%2BPlage%2BNotre%2BDame.jpg" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1200" data-original-width="1600" height="240" src="https://1.bp.blogspot.com/-tmtOmeRgLRs/Xpolyn-w-hI/AAAAAAAAKHw/sTzuER9Vaq8-cG3TGOLG2k9B_bASZmETwCLcBGAsYHQ/s320/Porquerolles%2B-%2B200906xx%2B-%2B038%2B-%2BPlage%2BNotre%2BDame.jpg" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">France, Porquerolles, plage Notre-Dame</td><td class="tr-caption" style="text-align: center;"> </td><td class="tr-caption" style="text-align: center;"> </td><td class="tr-caption" style="text-align: center;"> </td><td class="tr-caption" style="text-align: center;"> </td></tr>
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<span face=""arial" , sans-serif" style="background-color: white; color: #52565a;"> </span></div><div style="text-align: left;"><span face=""arial" , sans-serif" style="background-color: white; color: #52565a;">There was a workshop organized in June called <a href="http://www-syscom.univ-mlv.fr/porquerolles2009/">Porquerolles 2019: Approximation and optimization in image restoration and </a></span><span face=""arial" , sans-serif" style="background-color: white; color: #52565a;"><a href="http://www-syscom.univ-mlv.fr/porquerolles2009/">reconstruction</a>.</span><span face=""arial" , sans-serif" style="background-color: white; color: #52565a;"> A bunch of first class researchers were there: </span><br />
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<span face=""arial" , sans-serif" style="color: #52565a;">Amel Benazza-Benyahia, Jérôme Bolte, Antonin Chambolle, Caroline Chaux, Philippe Ciuciu, Albert Cohen, Patrick Louis Combettes, Claude Comtat, Christine de Mol, Alvaro R. De Pierro, Michel Defrise, Ron DeVore, Jalal Fadili, Mario Figueiredo, Massimo Fornasier, Jacques Froment, Yves Goussard, Gabor Herman, Jérome Idier, Dirk Lorenz, Russell Luke, Francois Malgouyres, Pierre Maréchal, Ali Mohammad-Djafari, Stanley Osher, Valérie Perrier, Jean-Christophe Pesquet, Gabriel Peyré, Aleksandra Pizurica, Andrew Reader, Elena Resmerita, Marc Sigelle, Gabriele Steidl, Marc Teboulle, Joel Trussell, Michael Unser, Dimitri Van de Ville, Isao Yamada</span></blockquote>
<span face=""arial" , sans-serif" style="color: #52565a;"><a href="http://www-syscom.univ-mlv.fr/porquerolles2009/program.html">The program was wonderful</a>. The trade-off between <b>sea, science and sun</b> was so easy. </span><span face="arial, sans-serif" style="color: #52565a;">At that time, I had been working mostly with signals and images, processing them with sparsity-promoting decompositions: </span><a href="https://doi.org/10.1109/TIP.2006.875178" style="font-family: arial, sans-serif;">complex orthogonal/biorthogonal dual-tree wavelets</a><span face="arial, sans-serif" style="color: #52565a;"> with interesting </span><a href="https://doi.org/10.1109/TIT.2007.909104" style="font-family: arial, sans-serif;">covariance properties</a><span face="arial, sans-serif" style="color: #52565a;"> able at </span><a href="https://doi.org/10.1109/TSP.2008.921757" style="font-family: arial, sans-serif;">multichannel/multicomponent image denoising</a><span face="arial, sans-serif" style="color: #52565a;">, tighly </span><a href="https://doi.org/10.1109/TSP.2009.2023947" style="font-family: arial, sans-serif;">oversampled complex filter banks</a><span face="arial, sans-serif" style="color: #52565a;">. We wanted to have data become sparser through a projection on some vector basis, union of bases or frames. Yet, what sparsity really meant was not fully clear to me. The count measure $\ell_0$ of course, but it is not practically usable for several reasons. </span><br />
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<span face=""arial" , sans-serif" style="background-color: white; color: #52565a;">[TO BE CONTINUED, THEN MATERIALS]</span><br />
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<span face=""arial" , sans-serif" style="background-color: white; color: #52565a;">So: SPOQ means, in Swedish, "<i>Svenskt Pediatriskt Ortopediskt Qvalitetsregister</i></span><span face=""arial" , sans-serif" style="background-color: white;"><span style="color: #3c4043;">" </span></span><span face=""arial" , sans-serif" style="background-color: white; color: #3c4043;">(Swedish Pediatric </span><span face=""arial" , sans-serif" style="background-color: white; color: #52565a; font-weight: bold;">Orthopaedic</span><span face=""arial" , sans-serif" style="background-color: white; color: #3c4043;"> Quality register)</span><span face=""arial" , sans-serif" style="background-color: white; color: #3c4043;">. </span></div>
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<span face=""arial" , sans-serif" style="background-color: white; color: #3c4043;"><br /></span>
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<span face=""arial" , sans-serif" style="background-color: white; color: #3c4043;">And Mr <a href="https://www.mrspoq.com/">SPOQ </a><a href="https://spoq.bandcamp.com/">(at BandCamp</a>, and...) is a german electronic music artist (from </span><span face=""helvetica neue" , "helvetica" , "arial" , sans-serif" style="background-color: white;">Aschaffenburg, Germany)</span><span face=""arial" , sans-serif" style="background-color: white; color: #3c4043;"> as well. In his<a href="https://spoq.bandcamp.com/album/cinnamon"> Cinnamon</a> album, there is a tune called "</span><a href="https://spoq.bandcamp.com/track/distance" style="background-color: white; font-family: arial, sans-serif;">Distance</a><span face=""arial" , sans-serif" style="background-color: white; color: #3c4043;">" (at BandCamp). And mathematically speaking, norms and distances are somewhat related.</span><br />
<span face=""arial" , sans-serif" style="color: #3c4043;"><br /></span><span face=""arial" , sans-serif" style="background-color: white; color: #3c4043;">But how does all the above relate to our SPOQ (</span><span face=""arial" , sans-serif" style="color: #3c4043;"><a href="https://arxiv.org/abs/2001.08496">SPOQ Lp-Over-Lq Regularization for Sparse Signal Recovery applied to Mass Spectrometry</a></span><span face=""arial" , sans-serif" style="background-color: white; color: #3c4043;">) algorithm? Later, it is way too late. </span><br />
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<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://1.bp.blogspot.com/-NuA0Asie-xA/Xoza0nJns7I/AAAAAAAAKDs/XgWHKIxAypIt7mqXPNnbJl-j8XQGWL06gCLcBGAsYHQ/s1600/opus-SPOQ-SOOT-sparsity-norm-quasinorm-ratio-penalty-restoration-log-recovery.jpg" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="903" data-original-width="1116" height="258" src="https://1.bp.blogspot.com/-NuA0Asie-xA/Xoza0nJns7I/AAAAAAAAKDs/XgWHKIxAypIt7mqXPNnbJl-j8XQGWL06gCLcBGAsYHQ/s320/opus-SPOQ-SOOT-sparsity-norm-quasinorm-ratio-penalty-restoration-log-recovery.jpg" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">L0 sparsity count index, L1-norm non-smooth convex proxy, L1/L2-norm ratio and Lp/Lq quasinorm/norm ratio smooth non-convex penalties.<br />
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<span face=""lucida grande" , "helvetica" , "arial" , "verdana" , sans-serif" style="background-color: white; font-size: 13.608px;">Abstract: Underdetermined or ill-posed inverse problems require additional information for sound solutions with tractable optimization algorithms. Sparsity yields consequent heuristics to that matter, with numerous applications in signal restoration, image recovery, or machine learning. Since the </span></div>
<span class="MathJax" face=""lucida grande" , "helvetica" , "arial" , "verdana" , sans-serif" id="MathJax-Element-3-Frame" style="background-color: white; border: 0px none; direction: ltr; display: inline; float: none; font-size: 13.608px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; overflow-wrap: normal; padding: 0px; text-align: left; white-space: nowrap;" tabindex="0"><nobr style="border: 0px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; padding: 0px; transition: none 0s ease 0s; vertical-align: 0px;"><span class="math" id="MathJax-Span-11" style="border: 0px; display: inline-block; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 1.054em;"><span style="border: 0px; display: inline-block; font-size: 16.1935px; height: 0px; line-height: normal; margin: 0px; padding: 0px; position: relative; transition: none 0s ease 0s; vertical-align: 0px; width: 0.868em;"><span style="border: 0px; clip: rect(0.127em, 1000.87em, 1.362em, -999.997em); left: 0em; line-height: normal; margin: 0px; padding: 0px; position: absolute; top: -0.986em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mrow" id="MathJax-Span-12" style="border: 0px; display: inline; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;"><span class="msubsup" id="MathJax-Span-13" style="border: 0px; display: inline; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;"><span style="border: 0px; display: inline-block; height: 0px; line-height: normal; margin: 0px; padding: 0px; position: relative; transition: none 0s ease 0s; vertical-align: 0px; width: 0.868em;"><span style="border: 0px; clip: rect(3.154em, 1000.37em, 4.205em, -999.997em); left: 0em; line-height: normal; margin: 0px; padding: 0px; position: absolute; text-align: justify; top: -4.013em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mi" id="MathJax-Span-14" style="border: 0px; display: inline; font-family: "mathjax_main"; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;">ℓ</span><span style="border: 0px; display: inline-block; height: 4.019em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"></span></span><span style="border: 0px; left: 0.436em; line-height: normal; margin: 0px; padding: 0px; position: absolute; text-align: justify; top: -3.89em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mn" id="MathJax-Span-15" style="border: 0px; display: inline; font-family: "mathjax_main"; font-size: 11.4488px; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;">0</span><span style="border: 0px; display: inline-block; height: 4.019em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"></span></span></span></span></span><span style="border: 0px; display: inline-block; height: 0.992em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"></span></span></span></span></nobr></span><br />
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<span class="MathJax" face=""lucida grande" , "helvetica" , "arial" , "verdana" , sans-serif" id="MathJax-Element-3-Frame" style="background-color: white; border: 0px none; direction: ltr; display: inline; float: none; font-size: 13.608px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; overflow-wrap: normal; padding: 0px; text-align: left; white-space: nowrap;" tabindex="0"><nobr style="border: 0px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; padding: 0px; transition: none 0s ease 0s; vertical-align: 0px;"><span class="math" id="MathJax-Span-11" style="border: 0px; display: inline-block; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 1.054em;"><span style="border: 0px; display: inline-block; font-size: 16.1935px; height: 0px; line-height: normal; margin: 0px; padding: 0px; position: relative; transition: none 0s ease 0s; vertical-align: 0px; width: 0.868em;"><span style="border: 0px; clip: rect(0.127em, 1000.87em, 1.362em, -999.997em); left: 0em; line-height: normal; margin: 0px; padding: 0px; position: absolute; top: -0.986em; transition: none 0s ease 0s; vertical-align: 0px;"><span style="border: 0px; display: inline-block; height: 0.992em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;">
</span></span></span><span style="border-bottom-style: initial; border-color: initial; border-image: initial; border-left-style: solid; border-right-style: initial; border-top-style: initial; border-width: 0px; display: inline-block; height: 1.18em; line-height: normal; margin: 0px; overflow: hidden; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: -0.29em; width: 0px;"></span></span></nobr></span>
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</div>
<span class="MathJax" face=""lucida grande" , "helvetica" , "arial" , "verdana" , sans-serif" id="MathJax-Element-3-Frame" style="background-color: white; border: 0px none; direction: ltr; display: inline; float: none; font-size: 13.608px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; overflow-wrap: normal; padding: 0px; text-align: left; white-space: nowrap;" tabindex="0"><nobr style="border: 0px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; padding: 0px; transition: none 0s ease 0s; vertical-align: 0px;"><span class="math" id="MathJax-Span-11" style="border: 0px; display: inline-block; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 1.054em;"><span style="border-bottom-style: initial; border-color: initial; border-image: initial; border-left-style: solid; border-right-style: initial; border-top-style: initial; border-width: 0px; display: inline-block; height: 1.18em; line-height: normal; margin: 0px; overflow: hidden; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: -0.29em; width: 0px;">
</span></span></nobr></span><span face=""lucida grande" , "helvetica" , "arial" , "verdana" , sans-serif" style="background-color: white; font-size: 13.608px;"> count measure is barely tractable, many statistical or learning approaches have invested in computable proxies, such as the </span><span class="MathJax" face=""lucida grande" , "helvetica" , "arial" , "verdana" , sans-serif" id="MathJax-Element-4-Frame" style="background-color: white; border: 0px none; direction: ltr; display: inline; float: none; font-size: 13.608px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; overflow-wrap: normal; padding: 0px; text-align: left; white-space: nowrap;" tabindex="0"><nobr style="border: 0px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; padding: 0px; transition: none 0s ease 0s; vertical-align: 0px;"><span class="math" id="MathJax-Span-16" style="border: 0px; display: inline-block; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 1.054em;"><span style="border: 0px; display: inline-block; font-size: 16.1935px; height: 0px; line-height: normal; margin: 0px; padding: 0px; position: relative; transition: none 0s ease 0s; vertical-align: 0px; width: 0.868em;"><span style="border: 0px; clip: rect(0.127em, 1000.87em, 1.301em, -999.997em); left: 0em; line-height: normal; margin: 0px; padding: 0px; position: absolute; top: -0.986em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mrow" id="MathJax-Span-17" style="border: 0px; display: inline; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;"><span class="msubsup" id="MathJax-Span-18" style="border: 0px; display: inline; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;"><span style="border: 0px; display: inline-block; height: 0px; line-height: normal; margin: 0px; padding: 0px; position: relative; transition: none 0s ease 0s; vertical-align: 0px; width: 0.868em;"><span style="border: 0px; clip: rect(3.154em, 1000.37em, 4.205em, -999.997em); left: 0em; line-height: normal; margin: 0px; padding: 0px; position: absolute; text-align: justify; top: -4.013em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mi" id="MathJax-Span-19" style="border: 0px; display: inline; font-family: "mathjax_main"; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;">ℓ</span><span style="border: 0px; display: inline-block; height: 4.019em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"></span></span><span style="border: 0px; left: 0.436em; line-height: normal; margin: 0px; padding: 0px; position: absolute; text-align: justify; top: -3.89em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mn" id="MathJax-Span-20" style="border: 0px; display: inline; font-family: "mathjax_main"; font-size: 11.4488px; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;">1</span><span style="border: 0px; display: inline-block; height: 4.019em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"></span></span></span></span></span><span style="border: 0px; display: inline-block; height: 0.992em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"></span></span></span></span></nobr></span><br />
<div style="text-align: justify;">
</div>
<span class="MathJax" face=""lucida grande" , "helvetica" , "arial" , "verdana" , sans-serif" id="MathJax-Element-4-Frame" style="background-color: white; border: 0px none; direction: ltr; display: inline; float: none; font-size: 13.608px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; overflow-wrap: normal; padding: 0px; text-align: left; white-space: nowrap;" tabindex="0"><nobr style="border: 0px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; padding: 0px; transition: none 0s ease 0s; vertical-align: 0px;"><span class="math" id="MathJax-Span-16" style="border: 0px; display: inline-block; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 1.054em;"><span style="border: 0px; display: inline-block; font-size: 16.1935px; height: 0px; line-height: normal; margin: 0px; padding: 0px; position: relative; transition: none 0s ease 0s; vertical-align: 0px; width: 0.868em;"><span style="border: 0px; clip: rect(0.127em, 1000.87em, 1.301em, -999.997em); left: 0em; line-height: normal; margin: 0px; padding: 0px; position: absolute; top: -0.986em; transition: none 0s ease 0s; vertical-align: 0px;"><span style="border: 0px; display: inline-block; height: 0.992em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;">
</span></span></span><span style="border-bottom-style: initial; border-color: initial; border-image: initial; border-left-style: solid; border-right-style: initial; border-top-style: initial; border-width: 0px; display: inline-block; height: 1.18em; line-height: normal; margin: 0px; overflow: hidden; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: -0.217em; width: 0px;"><div style="text-align: justify;">
</div>
</span></span></nobr></span><span face=""lucida grande" , "helvetica" , "arial" , "verdana" , sans-serif" style="background-color: white; font-size: 13.608px;"> norm. However, the latter does not exhibit the desirable property of scale invariance for sparse data. Generalizing the SOOT Euclidean/Taxicab </span><span class="MathJax" face=""lucida grande" , "helvetica" , "arial" , "verdana" , sans-serif" id="MathJax-Element-5-Frame" style="background-color: white; border: 0px none; direction: ltr; display: inline; float: none; font-size: 13.608px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; overflow-wrap: normal; padding: 0px; text-align: left; white-space: nowrap;" tabindex="0"><nobr style="border: 0px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; padding: 0px; transition: none 0s ease 0s; vertical-align: 0px;"><span class="math" id="MathJax-Span-21" style="border: 0px; display: inline-block; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 2.66em;"><span style="border: 0px; display: inline-block; font-size: 16.1935px; height: 0px; line-height: normal; margin: 0px; padding: 0px; position: relative; transition: none 0s ease 0s; vertical-align: 0px; width: 2.228em;"><span style="border: 0px; clip: rect(1.239em, 1002.23em, 2.598em, -999.997em); left: 0em; line-height: normal; margin: 0px; padding: 0px; position: absolute; top: -2.16em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mrow" id="MathJax-Span-22" style="border: 0px; display: inline; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;"><span class="msubsup" id="MathJax-Span-23" style="border: 0px; display: inline; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;"><span style="border: 0px; display: inline-block; height: 0px; line-height: normal; margin: 0px; padding: 0px; position: relative; transition: none 0s ease 0s; vertical-align: 0px; width: 0.868em;"><span style="border: 0px; clip: rect(3.154em, 1000.37em, 4.205em, -999.997em); left: 0em; line-height: normal; margin: 0px; padding: 0px; position: absolute; text-align: justify; top: -4.013em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mi" id="MathJax-Span-24" style="border: 0px; display: inline; font-family: "mathjax_main"; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;">ℓ</span><span style="border: 0px; display: inline-block; height: 4.019em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"></span></span><span style="border: 0px; left: 0.436em; line-height: normal; margin: 0px; padding: 0px; position: absolute; text-align: justify; top: -3.89em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mn" id="MathJax-Span-25" style="border: 0px; display: inline; font-family: "mathjax_main"; font-size: 11.4488px; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;">1</span><span style="border: 0px; display: inline-block; height: 4.019em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"></span></span></span></span><span class="texatom" id="MathJax-Span-26" style="border: 0px; display: inline; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;"><div style="text-align: justify;">
<span style="font-family: "mathjax_main"; font-size: 16.1935px;">/</span></div>
</span><span class="msubsup" id="MathJax-Span-29" style="border: 0px; display: inline; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;"><span style="border: 0px; display: inline-block; height: 0px; line-height: normal; margin: 0px; padding: 0px; position: relative; transition: none 0s ease 0s; vertical-align: 0px; width: 0.868em;"><span style="border: 0px; clip: rect(3.154em, 1000.37em, 4.205em, -999.997em); left: 0em; line-height: normal; margin: 0px; padding: 0px; position: absolute; text-align: justify; top: -4.013em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mi" id="MathJax-Span-30" style="border: 0px; display: inline; font-family: "mathjax_main"; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;">ℓ</span><span style="border: 0px; display: inline-block; height: 4.019em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"></span></span><span style="border: 0px; left: 0.436em; line-height: normal; margin: 0px; padding: 0px; position: absolute; text-align: justify; top: -3.89em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mn" id="MathJax-Span-31" style="border: 0px; display: inline; font-family: "mathjax_main"; font-size: 11.4488px; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;">2</span><span style="border: 0px; display: inline-block; height: 4.019em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"></span></span></span></span></span><span style="border: 0px; display: inline-block; height: 2.166em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"><div style="text-align: justify;">
</div>
</span></span></span><span style="border-bottom-style: initial; border-color: initial; border-image: initial; border-left-style: solid; border-right-style: initial; border-top-style: initial; border-width: 0px; display: inline-block; height: 1.327em; line-height: normal; margin: 0px; overflow: hidden; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: -0.364em; width: 0px;"><div style="text-align: justify;">
</div>
</span></span></nobr></span><span face=""lucida grande" , "helvetica" , "arial" , "verdana" , sans-serif" style="background-color: white; font-size: 13.608px;"> norm-ratio initially introduced for blind deconvolution, we propose SPOQ, a family of smoothed scale-invariant penalty functions. It consists of a Lipschitz-differentiable surrogate for </span><span class="MathJax" face=""lucida grande" , "helvetica" , "arial" , "verdana" , sans-serif" id="MathJax-Element-6-Frame" style="background-color: white; border: 0px none; direction: ltr; display: inline; float: none; font-size: 13.608px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; overflow-wrap: normal; padding: 0px; text-align: left; white-space: nowrap;" tabindex="0"><nobr style="border: 0px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; padding: 0px; transition: none 0s ease 0s; vertical-align: 0px;"><span class="math" id="MathJax-Span-32" style="border: 0px; display: inline-block; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 1.054em;"><span style="border: 0px; display: inline-block; font-size: 16.1935px; height: 0px; line-height: normal; margin: 0px; padding: 0px; position: relative; transition: none 0s ease 0s; vertical-align: 0px; width: 0.868em;"><span style="border: 0px; clip: rect(0.127em, 1000.87em, 1.486em, -999.997em); left: 0em; line-height: normal; margin: 0px; padding: 0px; position: absolute; top: -0.986em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mrow" id="MathJax-Span-33" style="border: 0px; display: inline; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;"><span class="msubsup" id="MathJax-Span-34" style="border: 0px; display: inline; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;"><span style="border: 0px; display: inline-block; height: 0px; line-height: normal; margin: 0px; padding: 0px; position: relative; transition: none 0s ease 0s; vertical-align: 0px; width: 0.868em;"><span style="border: 0px; clip: rect(3.154em, 1000.37em, 4.205em, -999.997em); left: 0em; line-height: normal; margin: 0px; padding: 0px; position: absolute; text-align: justify; top: -4.013em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mi" id="MathJax-Span-35" style="border: 0px; display: inline; font-family: "mathjax_main"; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;">ℓ</span><span style="border: 0px; display: inline-block; height: 4.019em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"></span></span><span style="border: 0px; left: 0.436em; line-height: normal; margin: 0px; padding: 0px; position: absolute; text-align: justify; top: -3.89em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mi" id="MathJax-Span-36" style="border: 0px; display: inline; font-family: MathJax_Math-italic; font-size: 11.4488px; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;">p</span><span style="border: 0px; display: inline-block; height: 4.019em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"></span></span></span></span></span><span style="border: 0px; display: inline-block; height: 0.992em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"><div style="text-align: justify;">
</div>
</span></span></span><span style="border-bottom-style: initial; border-color: initial; border-image: initial; border-left-style: solid; border-right-style: initial; border-top-style: initial; border-width: 0px; display: inline-block; height: 1.327em; line-height: normal; margin: 0px; overflow: hidden; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: -0.438em; width: 0px;"><div style="text-align: justify;">
</div>
</span></span></nobr></span><span face=""lucida grande" , "helvetica" , "arial" , "verdana" , sans-serif" style="background-color: white; font-size: 13.608px;">-over-</span><span class="MathJax" face=""lucida grande" , "helvetica" , "arial" , "verdana" , sans-serif" id="MathJax-Element-7-Frame" style="background-color: white; border: 0px none; direction: ltr; display: inline; float: none; font-size: 13.608px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; overflow-wrap: normal; padding: 0px; text-align: left; white-space: nowrap;" tabindex="0"><nobr style="border: 0px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; padding: 0px; transition: none 0s ease 0s; vertical-align: 0px;"><span class="math" id="MathJax-Span-37" style="border: 0px; display: inline-block; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0.992em;"><span style="border: 0px; display: inline-block; font-size: 16.1935px; height: 0px; line-height: normal; margin: 0px; padding: 0px; position: relative; transition: none 0s ease 0s; vertical-align: 0px; width: 0.806em;"><span style="border: 0px; clip: rect(0.127em, 1000.81em, 1.486em, -999.997em); left: 0em; line-height: normal; margin: 0px; padding: 0px; position: absolute; top: -0.986em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mrow" id="MathJax-Span-38" style="border: 0px; display: inline; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;"><span class="msubsup" id="MathJax-Span-39" style="border: 0px; display: inline; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;"><span style="border: 0px; display: inline-block; height: 0px; line-height: normal; margin: 0px; padding: 0px; position: relative; transition: none 0s ease 0s; vertical-align: 0px; width: 0.806em;"><span style="border: 0px; clip: rect(3.154em, 1000.37em, 4.205em, -999.997em); left: 0em; line-height: normal; margin: 0px; padding: 0px; position: absolute; text-align: justify; top: -4.013em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mi" id="MathJax-Span-40" style="border: 0px; display: inline; font-family: "mathjax_main"; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;">ℓ</span><span style="border: 0px; display: inline-block; height: 4.019em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"></span></span><span style="border: 0px; left: 0.436em; line-height: normal; margin: 0px; padding: 0px; position: absolute; top: -3.89em; transition: none 0s ease 0s; vertical-align: 0px;"><div style="text-align: justify;">
<span style="font-family: MathJax_Math-italic; font-size: 11.4488px;">q</span></div>
<span class="mi" id="MathJax-Span-41" style="border: 0px; display: inline; font-family: MathJax_Math-italic; font-size: 11.4488px; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;"><span style="border: 0px; display: inline-block; height: 1px; line-height: normal; margin: 0px; overflow: hidden; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0.003em;"><div style="text-align: justify;">
</div>
</span></span><span style="border: 0px; display: inline-block; height: 4.019em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"><div style="text-align: justify;">
</div>
</span></span></span></span></span><span style="border: 0px; display: inline-block; height: 0.992em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"><div style="text-align: justify;">
</div>
</span></span></span><span style="border-bottom-style: initial; border-color: initial; border-image: initial; border-left-style: solid; border-right-style: initial; border-top-style: initial; border-width: 0px; display: inline-block; height: 1.327em; line-height: normal; margin: 0px; overflow: hidden; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: -0.438em; width: 0px;"><div style="text-align: justify;">
</div>
</span></span></nobr></span><span face=""lucida grande" , "helvetica" , "arial" , "verdana" , sans-serif" style="background-color: white; font-size: 13.608px;"> quasi-norm/norm ratios with </span><span class="MathJax" face=""lucida grande" , "helvetica" , "arial" , "verdana" , sans-serif" id="MathJax-Element-8-Frame" style="background-color: white; border: 0px none; direction: ltr; display: inline; float: none; font-size: 13.608px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; overflow-wrap: normal; padding: 0px; text-align: left; white-space: nowrap;" tabindex="0"><nobr style="border: 0px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; padding: 0px; transition: none 0s ease 0s; vertical-align: 0px;"><span class="math" id="MathJax-Span-42" style="border: 0px; display: inline-block; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 4.452em;"><span style="border: 0px; display: inline-block; font-size: 16.1935px; height: 0px; line-height: normal; margin: 0px; padding: 0px; position: relative; transition: none 0s ease 0s; vertical-align: 0px; width: 3.71em;"><span style="border: 0px; clip: rect(1.239em, 1003.71em, 2.598em, -999.997em); left: 0em; line-height: normal; margin: 0px; padding: 0px; position: absolute; text-align: justify; top: -2.16em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mrow" id="MathJax-Span-43" style="border: 0px; display: inline; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mi" id="MathJax-Span-44" style="border: 0px; display: inline; font-family: MathJax_Math-italic; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;">p</span><span class="mo" id="MathJax-Span-45" style="border: 0px; display: inline; font-family: "mathjax_main"; line-height: normal; margin: 0px; padding: 0px 0px 0px 0.25em; position: static; transition: none 0s ease 0s; vertical-align: 0px;">∈</span><span class="mspace" id="MathJax-Span-46" style="border: 0px; display: inline-block; height: 0em; line-height: normal; margin: 0px; overflow: hidden; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0em; width: 0.188em;"></span><span class="mo" id="MathJax-Span-47" style="border: 0px; display: inline; font-family: "mathjax_main"; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;">]</span><span class="mn" id="MathJax-Span-48" style="border: 0px; display: inline; font-family: "mathjax_main"; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;">0</span><span class="mo" id="MathJax-Span-49" style="border: 0px; display: inline; font-family: "mathjax_main"; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;">,</span><span class="mn" id="MathJax-Span-50" style="border: 0px; display: inline; font-family: "mathjax_main"; line-height: normal; margin: 0px; padding: 0px 0px 0px 0.188em; position: static; transition: none 0s ease 0s; vertical-align: 0px;">2</span><span class="mo" id="MathJax-Span-51" style="border: 0px; display: inline; font-family: "mathjax_main"; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;">[</span></span><span style="border: 0px; display: inline-block; height: 2.166em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"></span></span></span><span style="border-bottom-style: initial; border-color: initial; border-image: initial; border-left-style: solid; border-right-style: initial; border-top-style: initial; border-width: 0px; display: inline-block; height: 1.327em; line-height: normal; margin: 0px; overflow: hidden; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: -0.364em; width: 0px;"><div style="text-align: justify;">
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</span></span></nobr></span><span face=""lucida grande" , "helvetica" , "arial" , "verdana" , sans-serif" style="background-color: white; font-size: 13.608px;"> and </span><span class="MathJax" face=""lucida grande" , "helvetica" , "arial" , "verdana" , sans-serif" id="MathJax-Element-9-Frame" style="background-color: white; border: 0px none; direction: ltr; display: inline; float: none; font-size: 13.608px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; overflow-wrap: normal; padding: 0px; text-align: left; white-space: nowrap;" tabindex="0"><nobr style="border: 0px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; padding: 0px; transition: none 0s ease 0s; vertical-align: 0px;"><span class="math" id="MathJax-Span-52" style="border: 0px; display: inline-block; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 2.66em;"><span style="border: 0px; display: inline-block; font-size: 16.1935px; height: 0px; line-height: normal; margin: 0px; padding: 0px; position: relative; transition: none 0s ease 0s; vertical-align: 0px; width: 2.228em;"><span style="border: 0px; clip: rect(1.301em, 1002.17em, 2.536em, -999.997em); left: 0em; line-height: normal; margin: 0px; padding: 0px; position: absolute; text-align: justify; top: -2.16em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mrow" id="MathJax-Span-53" style="border: 0px; display: inline; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mi" id="MathJax-Span-54" style="border: 0px; display: inline; font-family: MathJax_Math-italic; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;">q<span style="border: 0px; display: inline-block; height: 1px; line-height: normal; margin: 0px; overflow: hidden; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0.003em;"></span></span><span class="mo" id="MathJax-Span-55" style="border: 0px; display: inline; font-family: "mathjax_main"; line-height: normal; margin: 0px; padding: 0px 0px 0px 0.25em; position: static; transition: none 0s ease 0s; vertical-align: 0px;">≥</span><span class="mn" id="MathJax-Span-56" style="border: 0px; display: inline; font-family: "mathjax_main"; line-height: normal; margin: 0px; padding: 0px 0px 0px 0.25em; position: static; transition: none 0s ease 0s; vertical-align: 0px;">2</span></span><span style="border: 0px; display: inline-block; height: 2.166em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"></span></span></span><span style="border-bottom-style: initial; border-color: initial; border-image: initial; border-left-style: solid; border-right-style: initial; border-top-style: initial; border-width: 0px; display: inline-block; height: 1.18em; line-height: normal; margin: 0px; overflow: hidden; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: -0.29em; width: 0px;"><div style="text-align: justify;">
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</span></span></nobr></span><span face=""lucida grande" , "helvetica" , "arial" , "verdana" , sans-serif" style="background-color: white; font-size: 13.608px;">. This surrogate is embedded into a novel majorize-minimize trust-region approach, generalizing the variable metric forward-backward algorithm. For naturally sparse mass-spectrometry signals, we show that SPOQ significantly outperforms </span><span class="MathJax" face=""lucida grande" , "helvetica" , "arial" , "verdana" , sans-serif" id="MathJax-Element-10-Frame" style="background-color: white; border: 0px none; direction: ltr; display: inline; float: none; font-size: 13.608px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; overflow-wrap: normal; padding: 0px; text-align: left; white-space: nowrap;" tabindex="0"><nobr style="border: 0px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; padding: 0px; transition: none 0s ease 0s; vertical-align: 0px;"><span class="math" id="MathJax-Span-57" style="border: 0px; display: inline-block; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 1.054em;"><span style="border: 0px; display: inline-block; font-size: 16.1935px; height: 0px; line-height: normal; margin: 0px; padding: 0px; position: relative; transition: none 0s ease 0s; vertical-align: 0px; width: 0.868em;"><span style="border: 0px; clip: rect(0.127em, 1000.87em, 1.362em, -999.997em); left: 0em; line-height: normal; margin: 0px; padding: 0px; position: absolute; top: -0.986em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mrow" id="MathJax-Span-58" style="border: 0px; display: inline; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;"><span class="msubsup" id="MathJax-Span-59" style="border: 0px; display: inline; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;"><span style="border: 0px; display: inline-block; height: 0px; line-height: normal; margin: 0px; padding: 0px; position: relative; transition: none 0s ease 0s; vertical-align: 0px; width: 0.868em;"><span style="border: 0px; clip: rect(3.154em, 1000.37em, 4.205em, -999.997em); left: 0em; line-height: normal; margin: 0px; padding: 0px; position: absolute; text-align: justify; top: -4.013em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mi" id="MathJax-Span-60" style="border: 0px; display: inline; font-family: "mathjax_main"; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;">ℓ</span><span style="border: 0px; display: inline-block; height: 4.019em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"></span></span><span style="border: 0px; left: 0.436em; line-height: normal; margin: 0px; padding: 0px; position: absolute; text-align: justify; top: -3.89em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mn" id="MathJax-Span-61" style="border: 0px; display: inline; font-family: "mathjax_main"; font-size: 11.4488px; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;">0</span><span style="border: 0px; display: inline-block; height: 4.019em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"></span></span></span></span></span><span style="border: 0px; display: inline-block; height: 0.992em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"><div style="text-align: justify;">
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</span></span></span><span style="border-bottom-style: initial; border-color: initial; border-image: initial; border-left-style: solid; border-right-style: initial; border-top-style: initial; border-width: 0px; display: inline-block; height: 1.18em; line-height: normal; margin: 0px; overflow: hidden; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: -0.29em; width: 0px;"><div style="text-align: justify;">
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</span></span></nobr></span><span face=""lucida grande" , "helvetica" , "arial" , "verdana" , sans-serif" style="background-color: white; font-size: 13.608px;">, </span><span class="MathJax" face=""lucida grande" , "helvetica" , "arial" , "verdana" , sans-serif" id="MathJax-Element-11-Frame" style="background-color: white; border: 0px none; direction: ltr; display: inline; float: none; font-size: 13.608px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; overflow-wrap: normal; padding: 0px; text-align: left; white-space: nowrap;" tabindex="0"><nobr style="border: 0px; line-height: normal; margin: 0px; max-height: none; max-width: none; min-height: 0px; min-width: 0px; padding: 0px; transition: none 0s ease 0s; vertical-align: 0px;"><span class="math" id="MathJax-Span-62" style="border: 0px; display: inline-block; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 1.054em;"><span style="border: 0px; display: inline-block; font-size: 16.1935px; height: 0px; line-height: normal; margin: 0px; padding: 0px; position: relative; transition: none 0s ease 0s; vertical-align: 0px; width: 0.868em;"><span style="border: 0px; clip: rect(0.127em, 1000.87em, 1.301em, -999.997em); left: 0em; line-height: normal; margin: 0px; padding: 0px; position: absolute; top: -0.986em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mrow" id="MathJax-Span-63" style="border: 0px; display: inline; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;"><span class="msubsup" id="MathJax-Span-64" style="border: 0px; display: inline; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;"><span style="border: 0px; display: inline-block; height: 0px; line-height: normal; margin: 0px; padding: 0px; position: relative; transition: none 0s ease 0s; vertical-align: 0px; width: 0.868em;"><span style="border: 0px; clip: rect(3.154em, 1000.37em, 4.205em, -999.997em); left: 0em; line-height: normal; margin: 0px; padding: 0px; position: absolute; text-align: justify; top: -4.013em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mi" id="MathJax-Span-65" style="border: 0px; display: inline; font-family: "mathjax_main"; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;">ℓ</span><span style="border: 0px; display: inline-block; height: 4.019em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"></span></span><span style="border: 0px; left: 0.436em; line-height: normal; margin: 0px; padding: 0px; position: absolute; text-align: justify; top: -3.89em; transition: none 0s ease 0s; vertical-align: 0px;"><span class="mn" id="MathJax-Span-66" style="border: 0px; display: inline; font-family: "mathjax_main"; font-size: 11.4488px; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px;">1</span><span style="border: 0px; display: inline-block; height: 4.019em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"></span></span></span></span></span><span style="border: 0px; display: inline-block; height: 0.992em; line-height: normal; margin: 0px; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: 0px; width: 0px;"><div style="text-align: justify;">
</div>
</span></span></span><span style="border-bottom-style: initial; border-color: initial; border-image: initial; border-left-style: solid; border-right-style: initial; border-top-style: initial; border-width: 0px; display: inline-block; height: 1.18em; line-height: normal; margin: 0px; overflow: hidden; padding: 0px; position: static; transition: none 0s ease 0s; vertical-align: -0.217em; width: 0px;"><div style="text-align: justify;">
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</span></span></nobr></span><span face=""lucida grande" , "helvetica" , "arial" , "verdana" , sans-serif" style="background-color: white; font-size: 13.608px;">, Cauchy, Welsch, and \celo penalties on several performance measures. Guidelines on SPOQ hyperparameters tuning are also provided, suggesting simple data-driven choices.</span><br />
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<div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0tag:blogger.com,1999:blog-1245039520249139173.post-87104092402978389132020-03-22T13:53:00.030-07:002020-08-10T05:16:49.002-07:00Chants des confins : compilation on COVID-19/coronavirus occasion<div dir="ltr" style="text-align: center;" trbidi="on"><b style="font-family: inherit;"><span style="font-weight: 400;"><i><a href="https://www.youtube.com/playlist?list=PL55rYGbaaD4SyNpLufqO5_3fW8KwahYu7">Confines' songs, Chants des confins : fin de partie, is now on YouTube</a>. All but one</i></span></b></div><div dir="ltr" style="text-align: center;" trbidi="on"><b style="font-family: inherit;"><br /></b></div><div dir="ltr" style="text-align: left;" trbidi="on"><b style="font-family: inherit;">Chants des confins (</b><span style="font-family: inherit;">Confines' songs) is </span><b style="font-family: inherit;">one music for each (relaive) day of confinement</b><span style="font-family: inherit;"> due to the COVID-19 coronavirus pandemia. </span><b style="font-family: inherit;">And two lines</b><span style="font-family: inherit;">. Two rhymes. Rarely more. I listened to each song five times in a row before posting it. </span></div><div dir="ltr" style="text-align: left;" trbidi="on">
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<span style="font-family: inherit;">So far: Frankie Goes To Hollywood, Pink Floyd, Télépopmusik,, Henry Purcell (by Sarah Connolly and Marianne Beate Kielland), Villagers of Ioannina City, Philip Glass with Lavinia Meijer (harp), Dave Brubeck & Paul Desmond (a kind of fake on Take five) (and the Stranglers), Mano Negra, Loney Dear, Sarah Vaughan, Deep Purple (and Navarone), The Kyteman Orchestra (Colin Benders), Dominique A (et Alain Bashung), VALD, George Frideric Handel (sung by </span>Nathalie Stutzmann & Philippe Jaroussky)<span style="font-family: inherit;">, Kings of convenience and Feist, Les Têtes Raides, Yom (Guillaume Humery) and the wonder rabbis, Sting (interpreted by Pat Metheny, Nils Landgren, Esbjörn Svensson, Michael Brecker, Lars Danielsson, Wolfgang Haffner), Andrea da Florentia (Ensemble Syntagma), Ilene Barnes, Marillion, Opeth, Meute (Brass techno band on Disclosure and Eliza Doolittle and a Flume Remix, Osiris, Porcupine Tree (Steven Wilson), The Stranglers </span>(and Mariachi Mexteca feat. Hugh Cornwell)<span style="font-family: inherit;">, Suzanne Vega, The Nits, The Supremes, Nena, Gov't Mule, Dire Straits, Microfilm, Sylvain Chauveau, Wolves in the Throne Room, Genesis (Peter Gabriel), Barclay James Harvest, </span>Nancy Sinatra & Lee Hazlewood, <span style="font-family: inherit;">Loudblast, Archive, Calvin Russell, Laibach (The Beatles), Giovanni Battista Pergolesi (Gérard Lesne, Il seminario musicale), Yaron Herman (and Radiohead again, yes), Samaris, </span>Bel Canto (with the beautiful voice of Anneli Drecker), Sinéad O'Connor (and The Chieftains), <span style="font-family: inherit;">Youn Sun Nah, Park Jiha, Max Richter, The Waterboys, Bloc Party, Hubert-Félix-Thiéfaine, Reis-Demuth-Wiltgen, Paul Simon and Art Garfunkel, Paul Robeson, Ernest Melton, Didier Squiban, Connan Mockasin, Nina Simone, Merja Sonia, Chet Baker, Laïs, Joan Baez, Nils Frahm, Kate Bush, Megadeth, Radiohead</span><span style="font-family: inherit;">. </span></div>
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<div style="-webkit-text-stroke-width: 0px; color: black; font-family: "times new roman"; font-size: medium; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; orphans: 2; text-align: left; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; text-transform: none; white-space: normal; widows: 2; word-spacing: 0px;">
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<ul style="orphans: 2; text-align: left; text-decoration-color: initial; text-decoration-style: initial; text-indent: 0px; widows: 2;">
<li><span style="-webkit-text-stroke-width: 0px; color: black; font-family: inherit; font-size: small; font-style: normal; font-variant-caps: normal; font-variant-ligatures: normal; font-weight: 400; letter-spacing: normal; text-transform: none; white-space: normal; word-spacing: 0px;">Chants des confins, </span>jour 72 : Frankie Goes To Hollywood - Welcome to the pleasure dome</li>
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<i>Life goes on days after day, the animals are winding me up, the jungle call</i></div>
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<i>Shooting stars never stop, even when they reach the top</i></div>
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<li><span style="font-family: inherit;">Chants des confins, </span>jour 71 : Pink Floyd - <a href="https://www.youtube.com/watch?v=48PJGVf4xqk">One of these days</a></li>
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<i>One of these days </i></div>
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<i>I'm going to cut you into little pieces</i></div>
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<li><span style="font-family: inherit;">Chants des confins, </span>jour 70 : Télépopmusik - <a href="https://www.youtube.com/watch?v=vyut3GyQtn0">Breathe</a></li>
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<div>
<i>Another day, Just believe</i></div>
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<i>Another day, Just breathe</i></div>
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<li><span style="font-family: inherit;">Chants des confins, </span>jour 69 : Henry Purcell, Dido and Æneas, III: When I am laid in earth, or Dido's Lament <a href="https://www.youtube.com/watch?v=PeB4cpRq16M">(Sarah Connolly</a> and <a href="https://www.youtube.com/watch?v=wI2Jrxx2ou0">Marianne Beate Kielland</a>)</li>
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<i>When I am laid, am laid in earth, May my wrongs create</i></div>
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<i>No trouble, no trouble in thy breast</i></div>
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<a href="https://www.youtube.com/watch?v=PeB4cpRq16M" style="text-align: left;">Sarah Connolly</a></div>
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<a href="https://www.youtube.com/watch?v=wI2Jrxx2ou0" style="text-align: left;">Marianne Beate Kielland</a></div>
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<li><span style="font-family: inherit;">Chants des confins, </span>jour 68 : Villagers of Ioannina City - <a href="https://www.youtube.com/watch?v=Cr7u-F3Uuyw">Age Of Aquarius</a></li>
</ul>
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<i>Stay close to the river and cry</i></div>
<div>
<div>
<i>And the river's gonna feel you're the god of rain</i></div>
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<li><span style="font-family: inherit;">Chants des confins, </span>jour 67 : Philip Glass played by Lavinia Meijer (harp) - Metamorphosis, Metamorphosis Two</li>
</ul>
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<li><span style="font-family: inherit;">Chants des confins, </span>jour 66 : Dave Brubeck (and the Stranglers) - <a href="https://www.blogger.com/*%20Chants%20des%20confins,%20jour%2066%20:%20Dave%20Brubeck%20(and%20the%20Stranglers)%20-%20Golden%20Brown%20https://www.youtube.com/watch?v=2Qs1J612nZs">Golden Brown</a> (kind of fake, <i>caveat</i>)</li>
</ul>
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<i><span face="" jsname="YS01Ge" style="background-color: white; color: #222222; font-family: arial, sans-serif; font-size: 14px;">From far away</span><br style="background-color: white; color: #222222; font-family: arial, sans-serif; font-size: 14px;" /><span face="" jsname="YS01Ge" style="background-color: white; color: #222222; font-family: arial, sans-serif; font-size: 14px;">Stays for a day</span></i></div>
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<li>Chants des confins, jour 65 : Mano Negra - <a href="https://www.youtube.com/watch?v=H5-3jPtFvCs">Sidi'h'Bibi</a> (album et live Chez Les Nuls L'Émission)</li>
</ul>
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<div>
<i>Ana m'rid ana m'rid</i></div>
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<i>Hata m'rid mabia</i></div>
<div>
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<li>Chants des confins, jour 64 : Loney Dear - <a href="https://www.youtube.com/watch?v=RwmPACtcITg">Airport Surroundings</a></li>
</ul>
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<i><span style="background-color: white; color: #222222;">And my skin was cool, </span><span style="background-color: white; color: #222222;">And my heart sang</span><br style="background-color: white; box-sizing: border-box; color: #222222;" /><span style="background-color: white; color: #222222;">And when I said to myself that I will never go down</span></i></div>
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<a href="https://www.youtube.com/watch?v=2p3kaq2MsKs&feature=youtu.be&t=10">Live version</a></div>
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<li style="font-family: inherit;">Chants des confins, jour 63 : Sarah Vaughan - <a href="https://www.youtube.com/watch?v=x8cFdZyWOOs">Lullaby of Birdland</a></li>
</ul>
<div style="font-family: inherit;">
<div>
<i>And there's a weepy old willow</i></div>
<div>
<i>He really knows how to cry</i></div>
</div>
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<li>Chants des confins, jour 62 : Deep Purple - <a href="https://www.youtube.com/watch?v=PfAWReBmxEs" style="font-family: inherit;">Child in Time</a><span style="font-family: inherit;"> (then </span><a href="https://www.youtube.com/watch?v=EvLpaCSnc4k" style="font-family: inherit;">covered live by Navarone</a><span style="font-family: inherit;">)</span></li>
</ul>
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<span style="font-family: inherit;"><i>See the blind man shooting at the world</i></span></div>
<div style="font-family: inherit;">
<div>
<i>Bullets flying, oo-ooh taking toll</i></div>
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<li style="font-family: inherit;">Chants des confins, jour 61 : The Kyteman Orchestra - <a href="https://www.youtube.com/watch?v=tUNBxasld6Q">PaDaDe </a>(The Jam Sessions)</li>
</ul>
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<i>PaDaDe, PaDaDe, PaDaDe, PaDaDe, PaDaDe, PaDaDe, </i></div>
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<i>Part of the point in me doesn't know where to go, what I guess, it is all, just a show</i></div>
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<li><span style="font-family: inherit;"><span style="font-family: inherit;">Chants des confins, jour 60 : Dominique A (puis Alain Bashung) - <a href="https://www.youtube.com/watch?v=w23I5aRnJK0">Immortels</a></span></span></li>
</ul>
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<div>
<i>Avais-tu deviné que des dieux se cachaient</i></div>
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<i>Sous nos faces avinées ?</i></div>
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<li><span style="font-family: inherit;"><span style="font-family: inherit;">Chants des confins, </span></span>jour 59 : Vald - <a href="https://www.youtube.com/watch?v=Egzwd3PMgr8">Barème</a></li>
</ul>
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<i>
Mimi Mathy, reptile très petit</i></div>
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<i>
Pyramide, pentagone, pentacle et triple six</i></div>
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<a href="https://youtu.be/Egzwd3PMgr8">https://youtu.be/Egzwd3PMgr8</a></div>
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</div>
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<li><span style="font-family: inherit;"><span style="font-family: inherit;">Chants des confins, jour 58 : </span>George Frideric Handel - Duet "<a href="https://www.youtube.com/watch?v=unb-z1KT3_c">Son nata a lagrimar</a>", from Giulio Cesare in Egitto (Nathalie Stutzmann & Philippe Jaroussky)</span></li>
</ul>
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<div>
<span style="font-family: inherit;"><i>Son nata a lagrimar / Son nato a sospirar,</i></span></div>
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<span style="font-family: inherit;"><i>e il dolce mio conforto, ah, sempre piangerò.</i></span></div>
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<li>Chants des confins, jour 57 : Kings Of Convenience - <a href="https://www.youtube.com/watch?v=eKQuwAmIVKA">Know How ft. Feist</a></li>
</ul>
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<i>Surely I'm a pionner</i></div>
<div>
<i>Constellations stay the same</i></div>
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<li>Chants des confins, jour 56 : Têtes Raides - <a href="https://www.youtube.com/watch?v=Nu-c149ILLs">Bestiaire</a></li>
</ul>
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<div>
<i>La station en verticale</i></div>
<div>
<i>Pour tout vous dire c'est un fiasco</i></div>
</div>
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<li>Chants des confins, jour 55 : Yom (Guillaume Humery) and the wonder rabbis - <a href="https://www.youtube.com/watch?v=D365SZuES18">Kaddish for Superman</a></li>
</ul>
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<i>With love</i></div>
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<li>Chants des confins, jour 54 : Sting - <a href="https://www.youtube.com/watch?v=sya8Bb76-4Q">Fragile</a> (Pat Metheny, Nils Landgren, Esbjörn Svensson, Michael Brecker, Lars Danielsson, Wolfgang Haffner; Jazz Baltica 2003)</li>
</ul>
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<div>
<i>On and on the rain will fall</i></div>
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<i>Like tears from a star</i></div>
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<li>Chants des confins, jour 53 : Andreas da Florentia/ Andrea de' Servi - <a href="https://www.youtube.com/watch?v=TVOQN1JyF3g">Cosa crudel m'ancide</a> (Ensemble Syntagma, Rosa e Orticha, music of the Trecento)</li>
</ul>
<i>Se mai la vaga cosa di me fosse pietosa.</i><br />
<i>Morte da me decide.</i><br />
<span style="font-family: inherit;"></span><br />
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<li>Chants des confins, jour 52 : Ilene Barnes- <a href="https://www.youtube.com/watch?v=DADm7dAh3pM">Times</a></li>
</ul>
<i><span face="" jsname="YS01Ge" style="background-color: white; color: #222222; font-family: arial, sans-serif; font-size: 14px;">Do you ever go to shows</span><br style="background-color: white; color: #222222; font-family: arial, sans-serif; font-size: 14px;" /><span face="" jsname="YS01Ge" style="background-color: white; color: #222222; font-family: arial, sans-serif; font-size: 14px;">With their eyes to see?</span></i><br />
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<li>Chants des confins, jour 51 : Marillion - <a href="https://www.youtube.com/watch?v=U0bXy1itU9w">Incubus</a></li>
</ul>
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<div>
<i>[and the other lyrics]</i></div>
<div>
<i>You who wiped me from your memory like a greasepaint mask, Just like a greasepaint mask</i></div>
<div>
<i>But now I'm the snake in the grass, the ghost of film reels past</i></div>
</div>
<div>
<br /></div>
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<li>Chants des confins, jour 50 : Marillion - <a href="https://www.youtube.com/watch?v=xITy_PDK94I">Cinderella Search</a></li>
</ul>
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<div>
<i>But was that love in your eye I saw or the reflection of mine?</i></div>
<div>
<i>I'll never really know for sure, you never really gave me time</i></div>
</div>
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<li>Chants des confins, jour 49 : Opeth - <a href="https://www.youtube.com/watch?v=NRmIZ6IP9Jw">In The Mist She Was Standing</a></li>
</ul>
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<div>
<i>Darkness encloses</i></div>
<div>
<i>And the candle seems to expire</i></div>
</div>
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<li>Chants des confins, jour 48 : Meute (Brass techno band) - <a href="https://www.youtube.com/watch?v=fKFbnhcNnjE">You & Me (Disclosure and Eliza Doolittle, Flume Remix)</a></li>
</ul>
<div>
<div>
<i>It's gonna be everything you've ever dreamed</i></div>
<div>
<i>It's gonna be who</i></div>
</div>
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<li>Chants des confins, jour 47 : Osiris - <a href="https://www.youtube.com/watch?v=s7EZjPwww1E">Is It Time</a> (rare Bahrain progressive rock)</li>
</ul>
<div>
<div>
<i>People are faces that rarely smile</i></div>
<div>
<i>It's dark, but the brightness is blinding</i></div>
</div>
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<li>Chants des confins, jour 46 : Deep Purple - <a href="https://www.youtube.com/watch?v=ybQnFhTr2I8">Child in time</a></li>
</ul>
<div>
<div>
<i>See the blind man</i></div>
<div>
<i>Shooting at the world</i></div>
</div>
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<li>Chants des confins, jour 45 : Porcupine Tree - <a href="https://www.youtube.com/watch?v=WxIRFf-u_Bs">Arriving Somewhere But Not Here</a></li>
</ul>
<div>
<div>
<i>Did you see the redness block your part?</i></div>
<div>
<i>Did the scissors cut a way to your heart?</i></div>
</div>
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<ul style="text-align: left;">
<li>Chants des confins, jour 44 : The Stranglers - <a href="https://www.youtube.com/watch?v=AtTsky80XmQ">Golden Brown</a> (second version: <a href="https://www.youtube.com/watch?v=zy8Y3R4dXyc">Golden Brown, Mariachi Mexteca feat. Hugh Cornwell</a>)</li>
</ul>
<div>
<i>Through the ages she's heading west</i><br />
<i>From far away</i><br />
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<ul style="text-align: left;">
<li>Chants des confins, jour 43 : Suzanne Vega - <a href="https://www.youtube.com/watch?v=fIGBlFdSxTk">Luka</a></li>
</ul>
<div>
<div>
<i>I think it's because I'm clumsy</i></div>
<div>
<i>I try not to talk too loud</i></div>
</div>
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<ul style="text-align: left;">
<li>Chants des confins, jour 42 : The Nits - <a href="https://www.youtube.com/watch?v=3XFoK_NWUNo">A Touch of Henry Moore</a></li>
</ul>
<div>
<div>
<i>A reclining figure, Made of brass and steel</i></div>
<div>
<i>It's a perfect mixture, How I think and feel</i></div>
</div>
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<ul style="text-align: left;">
<li>Chants des confins, jour 41 : The Supremes - <a href="https://www.youtube.com/watch?v=phhwkbD1E2c">You Keep Me Hangin' On</a></li>
</ul>
<div>
<div>
<i>But how can we still be friends</i></div>
<div>
<i>When seeing you only breaks my heart again?</i></div>
</div>
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<ul style="text-align: left;">
<li>Chants des confins, jour 40 : Nena - <a href="https://www.youtube.com/watch?v=oMHLkcc9I9c">Irgendwie Irgendwo Irgendwann</a> (Original 1984)</li>
</ul>
<div>
<div>
<i>Die Zeit ist reif für ein bisschen Zärtlichkeit</i></div>
<div>
<i>Irgendwie irgendwo irgendwann</i></div>
</div>
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<ul style="text-align: left;">
<li>Chants des confins, jour 39 : Gov't Mule - <a href="https://www.youtube.com/watch?v=n4s4hW-oGZ0">Thorazine Shuffle</a></li>
</ul>
<div>
<div>
<i>Stand by to stand by</i></div>
<div>
<i>Ain't no need to worry today</i></div>
</div>
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<ul style="text-align: left;">
<li>Chants des confins, jour 38 : Dire Straits - <a href="https://www.youtube.com/watch?v=8Pa9x9fZBtY">Private Investigations (Alchemy Live)</a></li>
</ul>
<div>
<div>
<i>A bottle of whisky, And a new set of lies</i></div>
<div>
<i>Blinds on a window, And a pain behind the eyes</i></div>
</div>
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<ul style="text-align: left;">
<li>Chants des confins, jour 37 : Microfilm - <a href="https://www.youtube.com/watch?v=LjG01-hJT0Y">Dpt4</a></li>
</ul>
<i>Witness Flight Lieutenant William Terrance Decker, Royal Flying Corps, returning from a patrol somewhere over France. The year is 1917. The problem is that the Lieutenant is hopelessly lost.</i><br />
<i>Lieutenant Decker will soon discover that a man can be lost not only in terms of maps and miles, but also in time, and time in this case can be measured in eternities.</i> [Lyrics from the <a href="https://en.wikipedia.org/wiki/The_Twilight_Zone">Twilight Zone</a>, teleplay by Richard Matheson]<br />
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<ul style="text-align: left;">
<li>Chants des confins, jour 36 : Sylvain Chauveau - <a href="https://www.youtube.com/watch?v=bUV9Sw7Dq74">Le Livre Noir du Capitalisme [Full Album]</a></li>
</ul>
<div>
<div>
Vous pouvez m'appeler la nuit chez moi [...]</div>
<div>
J'ai mangé, et j'ai eu envie de pleurer</div>
</div>
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<ul style="text-align: left;">
<li>Chants des confins, jour 35 : Wolves In The Throne Room - <a href="https://www.youtube.com/watch?v=yTnfzWehaGg">I Will Lay Down My Bones Among the Rocks and Roots</a></li>
</ul>
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<i>A new warmth stirs within the center of the earth</i><br />
<i>I am alone here no more</i><br />
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<ul style="text-align: left;">
<li>Chants des confins, jour 34 : Genesis - <a href="https://www.youtube.com/watch?v=r0Spl1cOf-o">Dancing with the Moonlit Knight</a></li>
</ul>
<div>
<i>The clock</i><br />
<i>Tik-tok</i><br />
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<ul style="text-align: left;">
<li>Chants des confins, jour 33 : Barclay James Harvest - 1978 Live Tapes, <a href="https://www.youtube.com/watch?v=0IOvF0X1gpg">Mockingbird</a></li>
</ul>
<div>
<i>There's a mocking bird</i><br />
<i>Singing songs in the trees</i></div>
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<ul style="text-align: left;">
<li>Chants des confins, jour 32 : Nancy Sinatra & Lee Hazlewood - <a href="https://www.youtube.com/watch?v=YiISrw2GTXE">Summer Wine</a></li>
</ul>
<div>
<div>
<i>I walked in town on silver spurs that jingled to</i></div>
<div>
<i>A song that I had only sang to just a few</i></div>
</div>
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<ul style="text-align: left;">
<li>Chants des confins, jour 31 : <a href="https://www.youtube.com/watch?v=B43d9QnWYRY">Loudblast - Cross the threshold</a></li>
</ul>
<div>
<div>
<i>See the beast, choose the truth, follow your instinct</i></div>
<div>
<i>Cross the threshold, be an animal again</i></div>
</div>
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<ul style="text-align: left;">
<li>Chants des confins, jour 30 : Archive - <a href="https://www.youtube.com/watch?v=WBWct3ODwa0">Pills (Live In Athens)</a></li>
</ul>
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<div>
<i>Freak out</i></div>
<div>
<i>I move with the crowd</i></div>
</div>
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<ul style="text-align: left;">
<li>[Very moving] Chants des confins, jour 29 : <a href="https://www.youtube.com/watch?v=sNnlnnW29gE">Calvin Russell - Soldier (Live @ Contrabendo)</a></li>
</ul>
<div>
<div>
<i>It might be to late, To change where we're goin'</i></div>
<div>
<i>But in your own mind, You can always be free</i></div>
</div>
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<ul style="text-align: left;">
<li>Chants des confins, jour 28 : Laibach - <a href="https://www.youtube.com/watch?v=OTQcJx7xqAc">Across the Universe (Beatles cover)</a></li>
</ul>
<div>
<div>
<i>Word are flowing out like and less rain into a paper cup,</i></div>
<div>
<i>They slither while they pass, they sleep across the Universe. </i><i>[Jai Guru Deva Om: glory to the shining remover of darkness]</i></div>
</div>
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<ul style="text-align: left;">
<li>Chants des confins, jour 27 : Giovanni Battista Pergolesi - <a href="https://www.youtube.com/watch?v=pHg0o4IP_z8">Salve regina in F Minor: I. Salve regina</a> (Alto) [Gérard Lesne, Il seminario musicale]</li>
</ul>
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<div>
<i>Ad te suspiramus, gementes et flentes in hac lacrimarum valle.</i></div>
<div>
<i>Eia, ergo, advocata nostra, illos tuos misericordes oculos ad nos converte.</i></div>
</div>
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<ul style="text-align: left;">
<li>Chants des confins, jour 26 : Yaron Herman - <a href="https://www.youtube.com/watch?v=QFdQVW0QbAs">No Surprises</a> (#Radiohead cover)</li>
</ul>
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<i>Bring down the government</i><br />
<i>They don't, they don't speak for us</i><br />
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<ul style="text-align: left;">
<li>Chants des confins, jour 25 : Samaris - <a href="https://www.youtube.com/watch?v=_pKuzdMFE8k">Góða Tungl</a> (from Steingrímur Þorsteinsson)</li>
</ul>
<div>
<i>Góða tungl um loft þú líður,</i><br />
<i>Ljúft við skýja silfur skaut.</i></div>
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<ul style="text-align: left;">
<li>Chants des confins, jour 24 : Bel Canto (with the beautiful voice of Anneli Drecker) - <a href="https://www.youtube.com/watch?v=VWLyIhgJzqM">Rumour</a></li>
</ul>
</div>
<i>I bless the sunshine and no shadows haunt my walls</i><br />
<i><span style="font-family: inherit;"></span>
<span style="font-family: inherit;"></span></i>
<i>Blue is a state of mind, Blue makes you colourblind</i><br />
<i><br /></i>
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<ul style="text-align: left;">
<li>Chants des confins, jour 23 : Sinéad O'Connor (and The Chieftains) - <a href="https://www.youtube.com/watch?v=Gvv33OfmBPM">Factory Girl</a></li>
</ul>
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<i>Going back to the factory</i><br />
<i>Their work to begin</i></div>
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<span style="font-family: inherit;"></span>
<span style="font-family: inherit;"></span>
<br />
<ul style="text-align: left;">
<li>Chants des confins, jour 22 : Youn Sun Nah - <a href="https://www.youtube.com/watch?v=p9hRj4TzIfA">My Favorite Things</a></li>
</ul>
<div>
<i>When the dog bites, When the bee stings</i><br />
<i>When I'm feeling sad, I simply remember my favorite things</i><br />
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<ul style="text-align: left;">
<li>Chants des confins, jour 21 : Park Jiha - <a href="https://www.youtube.com/watch?v=7hgXvTQUk1s">Throughout the Night</a> and <a href="https://www.youtube.com/watch?v=UNxzD0jhtas">Accumulation of Time</a></li>
</ul>
<div>
[<i>This multi-instrumentalist is so expressive that she makes me feel she sings]</i><br />
<i>[And she does. Titles are self-explanatory</i>]</div>
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<ul style="text-align: left;">
<li>Chants des confins, jour 20 : <a href="https://www.youtube.com/watch?v=rVN1B-tUpgs">Max Richter - On the Nature of Daylight</a></li>
</ul>
[Quote attributed to Plato: "<i>We can easily forgive a child who is afraid of the dark;</i><br />
<i><span style="font-family: inherit;"></span>
the real tragedy of life is when men are afraid of the light</i>."]<br />
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<ul style="text-align: left;">
<li>Chants des confins, jour 19 : <a href="https://www.youtube.com/watch?v=4s7CqLuzp5A">The Waterboys - Raggle Taggle Gypsy</a></li>
</ul>
<div>
<i>Now he rode East and he rode West, He rode North and South also</i><br />
<i>Until he came to a wide open plain, It was there that he spied his lady-o</i><br />
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<ul style="text-align: left;">
<li>Chants des confins, jour 18 : <a href="https://www.youtube.com/watch?v=52jWkrfjakk">Bloc Party - The Pioneers</a></li>
</ul>
<div>
<div>
<i>We promised the world we'd tame it, what were we hoping for?</i></div>
<div>
<i>A sense of purpose and a sense of skill, a sense of function but a disregard</i></div>
</div>
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<ul style="text-align: left;">
<li><span style="font-family: inherit;">Chants des confins, jour 17 : <a href="https://www.youtube.com/watch?v=MmcEgEMyPH0">Hubert-Félix Thiéfaine - Demain les kids</a></span></li>
</ul>
<i>Dans les ruines de l'école où brûle un tableau noir</i><br />
<i>Une craie s'est brisée en écrivant : espoir. Kill the kid</i><br />
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<ul>
<li><span face="" style="font-family: "times new roman";">Chants des confins, jour 16 : <a href="https://www.youtube.com/watch?v=MCsecKwITOA">Michel Reis, Marc Demuth, Paul Wiltgen - No Stone Left Unturned</a></span></li>
</ul>
<div>
<i>[Instrumental. Title from an Greek legend about someone who buried a treasure after being defeated. The Oracle of Delphi advised researchers to look under every stone]</i></div>
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<ul style="font-family: "times new roman";">
<li>Chants des confins, jour 15 : Genesis - <a href="https://www.youtube.com/watch?v=r0Spl1cOf-o">Dancing with the Moonlit Knight</a></li>
</ul>
<div>
<i>"(Toilet) Paper late!" cried a voice in the crowd</i><br />
<i>"Old man dies!" The note he left was signed 'Old Father Thames'</i><br />
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<ul style="font-family: "times new roman";">
<li>Chants des confins, jour 14 : Paul Simon and Art Garfunkel - <a href="https://www.youtube.com/watch?v=PYD-DIggB2k">April Come She Will</a></li>
</ul>
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<i>April, come she will, May, she will stay.</i><br />
<i>June, she'll changed her tune, July, she will fly.</i><br />
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<li>Chants des confins, jour 13 (two tunes) : Paul Robeson - <a href="https://www.youtube.com/watch?v=Vyd2PMj_qoM">From border to border</a>/<a href="https://www.youtube.com/watch?v=Vyd2PMj_qoM%20https://www.youtube.com/watch?v=h5PBrFXNQQA">Song of the plains</a></li>
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<i>Yes ready for sorrow, </i><i>And ready to suffer</i></div>
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<i>Yes ready to fight 'til death</i></div>
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<li><span style="font-family: inherit;">Chants des confins, jour 12 : <a href="https://www.youtube.com/watch?v=sEvFFAPOa3E">Ernest Melton - The Time of the Slave Is Over</a></span></li>
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<span style="font-family: inherit;">[Instrumental. Comment from Ernest Melton: "But it’s really a message to myself that, at the end of the day, I don’t have to be a slave to trivial stuff in my life. That’s all it is."]</span></div>
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<li><span style="font-family: inherit;">Chants des confins, jour 11 : <a href="https://www.youtube.com/watch?v=LsNi72lojuA">Didier Squiban - An Alac'h/An Alarc'h (le cygne de Monfort)</a></span></li>
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<span style="font-family: inherit;">(version instrumentale)</span><br />
<i>Neventi vad d'ar Vretoned! [Heureuse nouvelle aux Bretons !]</i><br />
<i>Ha malloz-ru d'ar C'hallaoued! [Et malédiction rouge aux Français !]</i><br />
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<li><span style="font-family: inherit;">Chants des confins, jour 10 : <span style="color: #0000ee;"><u><a href="https://www.youtube.com/watch?v=E7CaTJ2SvG8">Connan Mockasin - Forever Dolphin Love (Official Video)</a></u></span></span></li>
</ul>
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<i>From Big West</i></div>
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<i>That never change</i></div>
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<li><span style="font-family: inherit;">Chants des confins, jour 9 : <span style="color: #0000ee;"><u><a href="https://www.youtube.com/watch?v=aneDpn5QNY">Nina Simone - Black Is The Color Of My True Love's Hair</a></u></span></span></li>
</ul>
<i>Yes, I love the ground on where he goes<br />And still I hope</i><br />
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<li><span style="font-family: inherit;">Chants des confins, jour 8 : <a href="https://www.youtube.com/watch?v=ejIdIKidqcc">Merja Soria - Amulla Varhain</a> (Traditional Finnish Folk Love Song)</span></li>
</ul>
<i>Aamulla varhain kun aurinko nousi (Early in the morning when the sun rose)</i><br />
<i>Yö oli kaunis ja äänesi hellä (The night was beautiful and your voice so tender)</i><br />
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<li><span style="font-family: inherit;">Chants des confins, jour 7 : <a href="https://www.youtube.com/watch?v=zdDhinO58ss">Chet Baker - Alone Together</a></span></li>
</ul>
<i>Everyday that I awake, I must be mindful</i><br />
<i>That everyday is all I have to call my own</i><br />
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<li><span style="font-family: inherit;">Chants des confins, jour 6 : <a href="https://www.youtube.com/watch?v=7SFf2sQb4H4">Laïs - kanneke (tiens bien)</a></span></li>
</ul>
<span style="font-family: inherit;"><i>Il est perdu dans la nuit, </i><i>La lune, la lune</i></span><br />
<i>houd uw kanneke proper Dianneke, houd uw kanneke vaste (x2)</i><br />
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<li><span style="font-family: inherit;">Chants des confins, jour 5 : <a href="https://www.youtube.com/watch?v=m0XUfoLkG0o">Joan Baez - North Country Blues</a></span></li>
</ul>
<i>But the cardboard-filled windows and old men on the benches</i><br />
<i>Tell you now that the whole town is empty</i><br />
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<ul style="text-align: left;">
<li><span style="font-family: inherit;">Chants des confins, jour 4 : <a href="https://www.youtube.com/watch?v=dIwwjy4slI8">Nils Frahm - Says</a></span></li>
</ul>
<i>#plik </i><br />
<i>#clank</i><br />
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<li><span style="font-family: inherit;">Chants des confins, jour 3 : <a href="https://www.youtube.com/watch?v=pllRW9wETzw">Kate Bush - Cloudbusting</a></span></li>
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<i>I wake up crying</i><br />
<i>You're making rain</i><br />
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<li><span style="font-family: inherit;">Chants des confins, jour 2 : <a href="https://www.youtube.com/watch?v=Lcm9qqo_qB0">Megadeth - Tornado of souls</a></span></li>
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<i><span jsname="YS01Ge" style="background-color: white; color: #222222; font-size: 14px;">But now I'm safe in the eye of the tornado</span><br style="background-color: white; color: #222222; font-size: 14px;" /><span jsname="YS01Ge" style="background-color: white; color: #222222; font-size: 14px;">I can't replace the lies, that let a 1000 days go</span></i></div>
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<li><span style="font-family: inherit;">Chants des confins, jour 1 : <a href="https://www.youtube.com/watch?v=TNRCvG9YtYI">Radiohead - Weird Fishes (in a beautiful clip by Tobias Stretch</a></span></li>
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<i>I'd be crazy not to follow</i></div>
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<i>Follow where you lead your eyes</i></div>
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<div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com1tag:blogger.com,1999:blog-1245039520249139173.post-53113531688405105522019-05-25T04:56:00.001-07:002021-03-21T02:31:25.035-07:00Un vrai air de vie, un faux air de génie : Adolfo Kaminsky, une vie de faussaire et de photographe<div dir="ltr" style="text-align: left;" trbidi="on">
<a href="https://fr.wikipedia.org/wiki/Adolfo_Kaminsky">Adolfo Kaminsky</a> fut un faussaire honnête et je crois un honnête faussaire. Avec un faux air de génie et un vrai air de vie.<br />
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<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://1.bp.blogspot.com/-tYhTtvsPOk4/XOkhROX_qZI/AAAAAAAAIG8/cI--b9mRrA8K5ZJh67mn3L5ZhFAwcsHRQCLcBGAs/s1600/IMG_20190522_163520-animation-just-a-kid.jpg" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="1106" data-original-width="1600" height="221" src="https://1.bp.blogspot.com/-tYhTtvsPOk4/XOkhROX_qZI/AAAAAAAAIG8/cI--b9mRrA8K5ZJh67mn3L5ZhFAwcsHRQCLcBGAs/s320/IMG_20190522_163520-animation-just-a-kid.jpg" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Aucun ne s'imaginait que le faussaire n'était qu'un enfant <br />
(<i>none of them could have suspected the forger was just a kid</i>).</td><td class="tr-caption" style="text-align: center;"> </td><td class="tr-caption" style="text-align: center;"> </td></tr>
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<div style="text-align: justify;"> </div><div style="text-align: justify;">J'ai appris son existence grâce à P., qui m'offrit sa biographie dédicacée personnalisée. Le livre, intitulé "<a href="https://calmann-levy.fr/livre/adolfo-kaminsky-une-vie-de-faussaire-9782702140321">Adolfo Kaminsky, une vie de faussaire</a>", a paru en 2009, écrit par Sarah Kaminsky, sa fille. Une version anglaise de 2016 porte le titre de "<i>Adolfo Kaminsky: A Forger’s Life</i>". J'aime le mot "<i>forger</i>" en anglais pour "faussaire". Comme l'idée de frapper une réalité brûlante au rouge sur le coin de l'enclume, pour lui donner une autre forme. Des formes, Adolfo en occupa : chimiste praticien, teinturier, photographe de l'art cinétique et de décors de cinéma, et grand résistant, offrant des faux papiers à des centaines de victimes du nazisme, et engagé dans quantités de combats de libération, qui l'ont déçu à chaque fois. Sans l'empêcher de s'engager à nouveau à chaque fois.</div>
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<a href="https://1.bp.blogspot.com/-UkCzvmKMr0I/XOkrMtIIvHI/AAAAAAAAIHQ/xZ0tUf4xJWgdlre6juCgLB7ysk2kBYdXQCLcBGAs/s1600/IMG_20190522_161654-passeports-small.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="853" data-original-width="640" height="320" src="https://1.bp.blogspot.com/-UkCzvmKMr0I/XOkrMtIIvHI/AAAAAAAAIHQ/xZ0tUf4xJWgdlre6juCgLB7ysk2kBYdXQCLcBGAs/s320/IMG_20190522_161654-passeports-small.jpg" width="240" /></a></div>
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Jeudi 22 mai se tenait du <a href="https://www.mahj.org/fr/programme/adolfo-kaminsky-faussaire-et-photographe-74790">MahJ, musée d'art et d'histoire du judaïsme</a> à Paris, le vernissage d'une exposition de photographies d'Adolfo Kaminsky. Exposition que j'ai partagée avec Yvette, dont le père a disparu dans un camp d'extermination, et qui éprouve que tous les horribles souvenirs qu'elle avait mis (dit-elle) "à la cave", resurgissent. Un film d'animation complète l'histoire. Un couple de photos très touchant : des amoureux sur un banc, à côté le banc, vide.</div>
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Le vernissage s'est conclu par un entretien, où Adolfo Kaminsky raconte avec simplicité et modestie (malgré le sur-jeu de l'animateur) ses exploits, sous le regard pétillant de celui qu'il était plus jeune.</div>
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<a href="https://1.bp.blogspot.com/-QG8fkMJrr5M/XOkrMs_b_7I/AAAAAAAAIHY/b8YPQIcMEQgInmfR49JXbIluJThR7E0qgCLcBGAs/s1600/IMG_20190522_185725-adolfo-sarah-regard-small.jpg" style="margin-left: 1em; margin-right: 1em; text-align: center;"><img border="0" data-original-height="480" data-original-width="640" height="240" src="https://1.bp.blogspot.com/-QG8fkMJrr5M/XOkrMs_b_7I/AAAAAAAAIHY/b8YPQIcMEQgInmfR49JXbIluJThR7E0qgCLcBGAs/s320/IMG_20190522_185725-adolfo-sarah-regard-small.jpg" width="320" /></a></div>
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Parmi les anecdotes, il s'engagea dans la fabrication de faux billets, non pour les utiliser, mais comme "outil de pression", vis-à-vis du pouvoir. A la signature des <a href="https://fr.wikipedia.org/wiki/Accords_d%27%C3%89vian">accords d'Evian</a>, cette monnaie d'échange devenait caduque. <a href="https://bibliobs.nouvelobs.com/documents/20091002.BIB4101/le-faussaire-se-demasque.html">Il brûla donc tous les faux billets, sans même imaginer les utiliser</a>. Quand Sarah, sa fille, apprit l'histoire, et sachant qu'il avait toujours vécu fauché, lui demanda : "ce n'était pas trop dur de brûler tout cet argent ?", il répondit que oui en effet, les billets brûlent très mal, à cause des encres...</div>
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Pour les amateurs de radio et de podcasts, voici les émissions lui étant consacrées:</div>
<ul style="text-align: left;">
<li>France Culture, 5 novembre 2009, <a href="https://www.franceculture.fr/emissions/plus-dun-titre10-11/litterature-sarah-kaminsky-essais-jean-francois-gossiaux">A plus d'un titre : Littérature : Sarah Kaminsky / Essais : Jean-François Gossiaux</a></li>
<li>France Inter, 16 et 17 mars 2010, Là-bas si j'y suis : <a href="https://la-bas.org/la-bas-magazine/les-archives-radiophoniques/2009-10/mars/adolfo-kaminsky-une-vie-de-faussaire">Adolfo Kaminsky, une vie de faussaire I</a>, <a href="https://la-bas.org/la-bas-magazine/les-archives-radiophoniques/2009-10/mars/adolfo-kaminsky-une-vie-de-faussaire-ii">Adolfo Kaminsky, une vie de faussaire II</a></li>
<li>France Inter, 11 juin 2013, Là-bas si j'y suis : <a href="https://www.franceinter.fr/emissions/la-bas-si-j-y-suis/la-bas-si-j-y-suis-11-juin-2013">Adolfo Kaminsky, une vie de faussaire</a></li>
<li>France Culture, 30 novembre 2012, <a href="https://www.franceculture.fr/emissions/le-rendez-vous/le-rdv-301112-avec-adolfo-kaminsky-gerard-mordillat-la-chronique-de-thomas">Le rendez-vous : 2 plateaux pour des invités liés par une certaine idée de la résistance</a></li>
<li>France Culutre, 7 avril 2016, Les pieds sur terre : <a href="https://www.franceculture.fr/emissions/les-pieds-sur-terre/le-faussaire-et-sa-fille">Le faussaire et sa fille</a></li>
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<div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0tag:blogger.com,1999:blog-1245039520249139173.post-87919191863489935442018-10-06T10:45:00.001-07:002018-10-06T11:25:56.375-07:00A Monty Python space Odyssey<div dir="ltr" style="text-align: left;" trbidi="on">
After <a href="https://www.youtube.com/watch?v=Z2UWOeBcsJI">2001, a space odyssey</a>, the second best movie ever could be <a href="https://www.youtube.com/watch?v=9D5_V72jMtM">Monty Python, the holy grail</a>:<br />
<blockquote class="tr_bq">
Mønti Pythøn ik den Hølie Gräilen Røtern nik Akten Di Wik Alsø wik Alsø alsø wik Wi nøt trei a høliday in Sweden this yër? See the løveli lakes The wøndërful telephøne system And mäni interesting furry animals</blockquote>
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A Pink Floyd odyssey: Jupiter and beyond the infinite<br />
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<div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0tag:blogger.com,1999:blog-1245039520249139173.post-29330220259804630562018-09-27T12:28:00.002-07:002022-08-24T22:40:03.514-07:00BRANE power: Gene network inference with graph optimization <div dir="ltr" style="text-align: left;" trbidi="on">
And the <a href="http://www.ifpenergiesnouvelles.com/Expertise/Awarded-researchers">IPFEN 2018 Yves Chauvin PhD prize</a> is awarded to Aurélie Pirayre, for IFPEN first thesis on bioinformatics with graph optimization for gene networks. In French, you can now read ‘<a href="http://www.ifpenergiesnouvelles.fr/Competences/Directions-de-recherche/Sciences-et-Technologies-du-Numerique/BRANE-Power-genes-et-algorithmes-une-alliance-pour-la-chimie-verte">‘BRANE Power’’ : gènes et algorithmes, une alliance pour la chimie verte</a>.<br />
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<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://1.bp.blogspot.com/-Ow4y9gQAlyM/W_x2s93EctI/AAAAAAAAHXA/TS6_5rR-MEkTFoxi_3SwoROMnLNHem6EgCLcBGAs/s1600/ifpen-2018-prix-yves-chauvin-phd-aurelie-pirayre-brane-clustering-directors.jpg" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="729" data-original-width="1029" height="226" src="https://1.bp.blogspot.com/-Ow4y9gQAlyM/W_x2s93EctI/AAAAAAAAHXA/TS6_5rR-MEkTFoxi_3SwoROMnLNHem6EgCLcBGAs/s320/ifpen-2018-prix-yves-chauvin-phd-aurelie-pirayre-brane-clustering-directors.jpg" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><a href="https://scholar.google.fr/citations?user=IzF8I78AAAAJ&hl=fr">Aurélie Pirayre</a>, <a href="http://www.cmap.polytechnique.fr/~allaire/">Grégoire Allaire</a>, <a href="https://twitter.com/houssinifpen?lang=fr">Didier Houssin</a>, <a href="http://www.ifpenergiesnouvelles.fr/Actualites/Communiques-de-presse/Nomination-a-IFP-Energies-nouvelles-IFPEN6">Pierre-Henri Bigeard</a>, <a href="https://www.linkedin.com/in/eric-heintz%C3%A9-5508b388/?originalSubdomain=fr">Eric Heintzé</a></td></tr>
</tbody></table>
<br />
PhD manuscript and slides for her thesis:<br />
<div>
<ul style="text-align: left;">
<li><a href="http://laurent-duval.eu/Articles/Pirayre_A_2017_phd-thesis_reconstruction_cgopgni-gene-network-inference-brane-power-manuscript.pdf">Reconstruction and clustering with graph optimization and priors on gene networks and images</a> (manuscript)</li>
<ul>
<li>Abstract: The discovery of novel gene regulatory processes improves the understanding of cell phenotypic responses to external stimuli for many biological applications, such as medicine, environment or biotechnologies. To this purpose, transcriptomic data are generated and analyzed from DNA microarrays or more recently RNAseq experiments. They consist in genetic expression level sequences obtained for all genes of a studied organism placed in different living conditions. From these data, gene regulation mechanisms can be recovered by revealing topological links encoded in graphs. In regulatory graphs, nodes correspond to genes. A link between two nodes is identified if a regulation relationship exists between the two corresponding genes. Such networks are called Gene Regulatory Networks (GRNs). Their construction as well as their analysis remain challenging despite the large number of available inference methods. In this thesis, we propose to address this network inference problem with recently developed techniques pertaining to graph optimization. Given all the pairwise gene regulation information available, we propose to determine the presence of edges in the final GRN by adopting an energy optimization formulation integrating additional constraints. Either biological (information about gene interactions) or structural (information about node connectivity) a priori have been considered to restrict the space of possible solutions. Different priors lead to different properties of the global cost function, for which various optimization strategies, either discrete and continuous, can be applied. The post-processing network refinements we designed led to computational approaches named BRANE for \Biologically-Related A priori for Network Enhancement". For each of the proposed methods --- BRANE Cut, BRANE Relax and BRANE Clust --- our contributions are threefold: a priori-based formulation, design of the optimization strategy and validation (numerical and/or biological) on benchmark datasets from DREAM4 and DREAM5 challenges showing numerical improvement reaching 20%. In a ramification of this thesis, we slide from graph inference to more generic data processing such as inverse problems. We notably invest in HOGMep, a Bayesian-based approach using a Variational Bayesian Approximation framework for its resolution. This approach allows to jointly perform reconstruction and clustering/segmentation tasks on multi-component data (for instance signals or images). Its performance in a color image deconvolution context demonstrates both quality of reconstruction and segmentation. A preliminary study in a medical data classification context linking genotype and phenotype yields promising results for forthcoming bioinformatics adaptations.</li>
</ul>
<li><a href="http://laurent-duval.eu/Articles/Pirayre_A_2017_phd-thesis_reconstruction_cgopgni-gene-network-inference-brane-power-slides.pdf">Slides (PhD defense on July 3rd, 2017)</a></li>
</ul>
<div>
are finally online (check the <a href="https://theses.eurasip.org/theses/794/reconstruction-and-clustering-with-graph/">EURASIP Library of Ph.D. Theses</a>). The work was ruled by the concept of <a href="https://laurent-duval.blogspot.com/p/brane-page.html">BRANE power</a>; a methodology for gene regulatory network inference and clustering based on graph optimization and biological priors. <b>BRANE </b>stands for <b>B<i>iologically</i> R<i>elated</i> A<i>priori</i> N<i>etwork</i> E<i>nhancement</i></b>. It rhymes with <i>cell membrane (and brain, for who it's worth).</i></div>
<div>
<br /></div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://4.bp.blogspot.com/-wenkesYrcME/W60tBzrIW3I/AAAAAAAAHJg/Y61317ZSApwkjnDSg6DjeCZkSxKe4LNRwCLcBGAs/s1600/pirayre-aurelie-BRANE-cut-gene-network.jpg" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="269" data-original-width="293" src="https://4.bp.blogspot.com/-wenkesYrcME/W60tBzrIW3I/AAAAAAAAHJg/Y61317ZSApwkjnDSg6DjeCZkSxKe4LNRwCLcBGAs/s1600/pirayre-aurelie-BRANE-cut-gene-network.jpg" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Gene regulatory network inference with <a href="http://dx.doi.org/10.1186/s12859-015-0754-2">BRANE Cut</a></td></tr>
</tbody></table>
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State-of-the-art results are obtained on synthetic and real transcriptomic data (DREAM-4, DREAM-5 for <a href="http://dreamchallenges.org/">DREAM consortium challenges</a>, <i>Escherichia coli</i> dataset). Derived methods are <a href="http://dx.doi.org/10.1186/s12859-015-0754-2">BRANE Cut</a> (with graph cuts), <a href="https://doi.org/10.1109/ICASSP.2015.7178120">BRANE Relax</a> (with <a href="http://proximity-operator.net/">proximal optimization</a>) and <a href="http://dx.doi.org/10.1109/TCBB.2017.2688355">BRANE Clust</a> (with graph Laplacian). </div>
<div>
<br /></div>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://3.bp.blogspot.com/-OufBRa5ul0M/W60tB2tj5CI/AAAAAAAAHJk/qCds5mh-T-YH3OUnDrMhwMvliMGOLQEwACEwYBhgL/s1600/pirayre-aurelie-BRANE-Clust-power-principle.png" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="624" data-original-width="1600" height="124" src="https://3.bp.blogspot.com/-OufBRa5ul0M/W60tB2tj5CI/AAAAAAAAHJk/qCds5mh-T-YH3OUnDrMhwMvliMGOLQEwACEwYBhgL/s320/pirayre-aurelie-BRANE-Clust-power-principle.png" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Gene network joint inference and clustering with <a href="http://dx.doi.org/10.1109/TCBB.2017.2688355">BRANE Clust</a></td></tr>
</tbody></table>
<div>
<br /></div>
<div>
<br /></div>
<div>
Another rule is termed HOGMep, with <a href="https://hal-ifp.archives-ouvertes.fr/hal-01862840">HOGMep: variational Bayes and higher-order graphical models applied to Joint Image Recovery and Segmentation</a>.</div>
<div>
<br /></div>
<div>
Used concepts include:</div>
</div>
<div>
<ul style="text-align: left;">
<li>data science, optimization on graphs: maximal flow, minimum cut, random walker algorithm, variational and Bayes variational formalism, convex relaxation, alternating optimization, combinatorial Dirichlet problem, hard-clustering and soft-clustering</li>
<li>biology, biotechnology, bioinformatics: transcription factors (TFs) as regulators and non-transcription factors (TFs) as targets, modular networks, biological priors, in-silico data, second generation bio-fuel production, <a href="http://dreamchallenges.org/project/dream4-in-silico-network-challenge/">DREAM4 challenge</a>, <a href="http://dreamchallenges.org/project/dream-5-network-inference-challenge/">DREAM5 challenge</a></li>
<li>use to biofuels and green chemistry production (with fungus <i>Trichoderma reesei</i>)</li>
</ul>
<div>
Supervising team:</div>
<ul style="text-align: left;">
<li><a href="https://www.linkedin.com/in/bidard-michelot-frederique-435b47142">Frédérique BIDARD-MICHELOT</a>, <a href="http://www.ifpenergiesnouvelles.com/">IFP Energies nouvelles</a></li>
<li><a href="https://research.fb.com/people/couprie-camille/">Camille COUPRIE</a>, F<a href="https://research.fb.com/category/facebook-ai-research/">acebook A.I. Research</a></li>
<li><a href="http://www.laurent-duval.eu/">Laurent DUVAL</a>, <a href="http://www.ifpenergiesnouvelles.com/">IFP Energies nouvelles</a></li>
<li><a href="https://pesquet.info/">Jean-Christophe PESQUET</a>, <a href="http://www.centralesupelec.fr/en">CentraleSupélec</a></li>
</ul>
</div>
<div>
PhD Thesis reporters<br />
<ul style="text-align: left;">
<li><a href="https://lts4.epfl.ch/frossard">Pascal FROSSARD</a>, EPFL (Ecole Polytechnique Fédérale de Lausanne), Switzerland</li>
<li><a href="http://members.cbio.mines-paristech.fr/~jvert/">Jean-Philippe VERT</a>, Mines ParisTech, Paris, France</li>
</ul>
PhD Thesis Examiners<br />
<div>
<ul style="text-align: left;">
<li><a href="https://www6.inra.fr/mia-paris/Equipes/Membres/Stephane-Robin">Stéphane ROBIN</a>, MIA Paris, INRA</li>
<li><a href="https://hugues-talbot.github.io/">Hugues TALBOT</a>, Université Paris-Est, Institut Gaspard Monge</li>
</ul>
</div>
<div>
More links:</div>
</div>
<div>
<ul style="text-align: left;">
<li><a href="https://www.researchgate.net/publication/327915772_Reconstruction_and_clustering_with_graph_optimization_and_priors_on_gene_networks_and_images">Research gate: Reconstruction and clustering with graph optimization and priors on gene networks and images</a></li>
<li><a href="https://laurent-duval.blogspot.com/p/brane-page.html">BRANE power: a page for BRANE power avatars</a></li>
<li><a href="https://www.researchgate.net/publication/327915772_Reconstruction_and_clustering_with_graph_optimization_and_priors_on_gene_networks_and_images">ResearchGate</a></li>
<li><a href="http://www.theses.fr/s107069">These.fr: Reconstruction et classification par optimisation dans des graphes avec a priori pour les réseaux de gènes et les images</a></li>
</ul>
</div>
<div>
By the way, <a href="https://laurent-duval.blogspot.com/2018/09/kultur-pop-44-brain-et-evolution.html">brain (and evolution) is celebrated in the 44th France Culture jingles compilation</a>, <a href="http://laurent-duval.blogspot.com/p/kultur-pop-generiques-france-culture.html">Kultur Pop</a>.</div>
<div>
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</div>
<div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0tag:blogger.com,1999:blog-1245039520249139173.post-72998607727016487072018-09-09T04:07:00.002-07:002021-03-21T02:59:08.969-07:00Kultur Pop 44 : Brain et évolution<div dir="ltr" style="text-align: left;" trbidi="on">
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<span style="font-family: inherit;">[Mise à jour, 29/09/2018, pour <a href="https://fr.wikipedia.org/wiki/Pascale_Casanova">Pascale Casanova</a>] Elle anima les mardis littéraires, les jeudis littéraires, l<a href="https://fr.wikipedia.org/wiki/L%27Atelier_litt%C3%A9raire">'atelier littéraire</a>. Une vie n'est pas coutume, Kultur Pop ajoute un neuvième morceau, leur générique, à Kultur Pop 44, Brain. Qui était déjà dans Kultur Pop 01, il y a 11 ans déjà, en 2007. Car 3^2-2^3 = 1 est une égalité rare.</span><br />
<blockquote class="tr_bq" style="background-color: white; color: #222222; text-align: left;">
<span style="font-family: inherit; font-size: x-small;">"We are using your brain's electrical system as a receiver,</span><span style="font-family: inherit; font-size: x-small;"> We are unable to transmit to your conscious neural interference"</span></blockquote>
<span style="font-family: inherit;">Tandis :</span></div>
<ul style="text-align: left;">
<li><span style="font-family: inherit;">qu'un monsieur Hulot est en vacance, et l'on ne sait pas si c'est <a href="https://www.lahulotte.fr/">chouette</a>,</span></li>
<li><span style="font-family: inherit;">que la glace fond, et pas que dans un vert de rosé,</span></li>
<li><span style="font-family: inherit;">que l'on attend un <a href="http://librairie-entropie-paris.blogspot.com/2018/09/anpero-vendredi-5-octobre-2018.html">ANPéRo de rentrée (le 5 octobre 2018)</a> pour réchauffer tout ça :</span></li>
</ul>
<span style="font-family: inherit;"> le 44e volume, Brain, des génériques <a href="https://laurent-duval.blogspot.com/p/kultur-pop-generiques-france-culture.html">Kultur Pop</a> (France Culture/France Inter, et parfois des intruses), vient (enfin) de paraître,</span><br />
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<span style="font-family: inherit;"><br /></span></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://3.bp.blogspot.com/-X6L0NGIafok/W5T-kUnKwfI/AAAAAAAAHGg/qe7QYiRohloOIHN9UL-3WsEjL7Q521cawCLcBGAs/s1600/fun_biology-evolution-real-reason-fish-couple-talk.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="609" data-original-width="563" height="320" src="https://3.bp.blogspot.com/-X6L0NGIafok/W5T-kUnKwfI/AAAAAAAAHGg/qe7QYiRohloOIHN9UL-3WsEjL7Q521cawCLcBGAs/s320/fun_biology-evolution-real-reason-fish-couple-talk.jpg" width="295" /></a></div>
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<span style="font-family: inherit;"><br /></span></div>
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<span style="font-family: inherit;"><br /><b>Au programme : Kultur Pop 2018.44 : Brain</b></span></div>
<ul style="line-height: 1.4; margin: 0.5em 0px; padding: 0px 2.5em;">
<li style="margin: 0px 0px 0.25em; padding: 0px;"><span style="font-family: inherit;">France Culture, Interlude nuits : Alain Romans, Quel Temps Fait-il a Paris? (Les vacances de monsieur Hulot)</span></li>
</ul>
<ul style="line-height: 1.4; margin: 0.5em 0px; padding: 0px 2.5em;">
<li style="margin: 0px 0px 0.25em; padding: 0px;"><span style="font-family: inherit;">France Culture, Culture protestante : Ensemble Lucidarium, O prebstres, prebstres</span></li>
</ul>
<ul style="line-height: 1.4; margin: 0.5em 0px; padding: 0px 2.5em;">
<li style="margin: 0px 0px 0.25em; padding: 0px;"><span style="font-family: inherit;">France Culture, Science publique : Brian Eno & David Byrne, The Jezebel Spirit</span></li>
</ul>
<ul style="line-height: 1.4; margin: 0.5em 0px; padding: 0px 2.5em;">
<li style="margin: 0px 0px 0.25em; padding: 0px;"><span style="font-family: inherit;">France Culture, Condordance des temps : Louis Sclavis Sextet, Charmes</span></li>
</ul>
<ul style="line-height: 1.4; margin: 0.5em 0px; padding: 0px 2.5em;">
<li style="margin: 0px 0px 0.25em; padding: 0px;"><span style="font-family: inherit;">France Culture, Interlude nuits : Alexandre Desplat, Camera Obscura (Girl With A Pearl Earring)</span></li>
</ul>
<ul style="line-height: 1.4; margin: 0.5em 0px; padding: 0px 2.5em;">
<li style="margin: 0px 0px 0.25em; padding: 0px;"><span style="font-family: inherit;">France Culture, Agora : L'Orchestre de Contrebasses, Sablier</span></li>
</ul>
<ul style="line-height: 1.4; margin: 0.5em 0px; padding: 0px 2.5em;">
<li style="margin: 0px 0px 0.25em; padding: 0px;"><span style="font-family: inherit;">France Culture, Grands reportages : Bonobo, Kerala</span></li>
</ul>
<ul style="line-height: 1.4; margin: 0.5em 0px; padding: 0px 2.5em;">
<li style="margin: 0px 0px 0.25em; padding: 0px;"><span style="font-family: inherit;">France Culture, Culture de soi, cultures des autres : Music Ensemble of Benares, Kathak Nritya, part 1 & 2</span></li>
<li style="margin: 0px 0px 0.25em; padding: 0px;"><span style="font-family: inherit;">Ghost track. France Culture, Atelier littéraire, mardis littéraires, jeudis littéraires (<a href="https://fr.wikipedia.org/wiki/Pascale_Casanova">Pascale Casanova</a>, 29 septembre 2018) : DJ Shadow, Stem long stem</span></li>
</ul>
<div>
<br /></div>
<div>
There is no hope, there's only chaos and evolution (Evereve, Fade to grey, Visage cover)<br />
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<center>
<iframe allowfullscreen="" frameborder="0" height="344" src="https://www.youtube.com/embed/cmk9z_0WEzI" width="459"></iframe>
</center>
<br />
Et en même temps (c'est la mode), nous célébrons the <a href="https://laurent-duval.blogspot.com/2018/09/gene-network-inference-with-graph.html">BRANE Power</a>, et l'évolution : Gene network inference with graph optimization</div>
</div>
<div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0tag:blogger.com,1999:blog-1245039520249139173.post-4150847639212823762018-07-29T06:11:00.000-07:002019-05-04T05:54:30.785-07:00Multiscale representation of hexahedral meshes & compression<div dir="ltr" style="text-align: left;" trbidi="on">
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</div>
<div style="text-align: justify;">
<span style="font-family: "georgia" , "times new roman" , serif;">Companion pages:</span></div>
<div style="height: 0px;">
</div>
<ul style="text-align: left;">
<li style="text-align: justify;"><a href="http://laurent-duval.eu/opus-hexashrink-multiscale-mesh-representation-compression-wavelet-modelet.html"><span style="font-family: "georgia" , "times new roman" , serif;">HexaShrink, an exact scalable framework for hexahedral meshes with attributes and discontinuities: multiresolution rendering and storage of geoscience models</span></a></li>
</ul>
<ul style="text-align: left;">
<li style="text-align: justify;"><span style="font-family: "georgia" , "times new roman" , serif;"><a href="https://sites.google.com/view/lauriane-bouard/hexashrink-4-mesh">HexaShrink 4 Mesh, Decomposition tool for Hexahedral meshes used in Geosciences: Multi-resolution decomposition of the grid geometry and associated properties</a></span></li>
<li style="text-align: justify;"><a href="https://hal.archives-ouvertes.fr/hal-01857997v1">HAL page</a></li>
</ul>
<div style="text-align: justify;">
<span style="font-family: "georgia" , "times new roman" , serif;">A full-scale geological grid (or 3D Hexahedral mesh in Corner-Point grid) structure is decomposed onto embedded wavelet-like scales while preserving discontinuities, here geological faults (red), using a morphological 2D wavelet:</span></div>
<table cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://2.bp.blogspot.com/-2a6XWWmi8MU/W125HN5XCDI/AAAAAAAAGiM/nHddMkYS0GAVrl12hWmeTQTMXGb2oFH8wCLcBGAs/s1600/HexaShrink-multiscale-representation-compression-z13-geometry-pillar-fault.gif" imageanchor="1" style="font-style: italic; margin-left: auto; margin-right: auto; text-align: center; white-space: pre-wrap;"><span style="font-family: "georgia" , "times new roman" , serif;"><img border="0" data-original-height="273" data-original-width="371" height="292" src="https://2.bp.blogspot.com/-2a6XWWmi8MU/W125HN5XCDI/AAAAAAAAGiM/nHddMkYS0GAVrl12hWmeTQTMXGb2oFH8wCLcBGAs/s400/HexaShrink-multiscale-representation-compression-z13-geometry-pillar-fault.gif" width="400" /></span></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><span style="box-sizing: border-box;"><span style="color: #212121; font-family: "lato" , sans-serif;"><span style="font-family: "georgia" , "times new roman" , serif; font-size: small; white-space: pre-wrap;"><i>Geological grid structures and discontinuities preservation (red painted faults)
</i></span></span></span><br />
<div style="color: #212121; font-style: italic; text-align: justify; white-space: pre-wrap;">
</div>
</td></tr>
</tbody></table>
<span style="font-family: "georgia" , "times new roman" , serif;"></span><span style="color: black; font-family: "georgia" , "times new roman" , serif; font-size: small;">Categorical properties like rock types </span><span style="font-family: "georgia" , "times new roman" , serif; text-align: center;"><span style="font-size: small;"><span style="box-sizing: border-box;">(sandstone, limestone, shale) </span></span></span><em style="color: #212121; font-family: georgia, "times new roman", serif; text-align: center; white-space: pre-wrap;"><span style="color: #212121; font-family: "lato" , sans-serif;"><span style="box-sizing: border-box;"><span style="color: black; font-size: small; font-style: normal; text-align: left; white-space: normal;"> can be upscaled according to a dedicated non-linear decomposition called modelet (patent #20170344676: <a href="https://www.freshpatents.com/-dt20171130ptan20170344676.php">Method of exploitation of hydrocarbons of an underground formation by means of optimized scaling</a></span></span></span></em><span style="font-family: "georgia" , "times new roman" , serif;">):</span><br />
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<span style="font-family: "georgia" , "times new roman" , serif;"><br /></span></div>
<span style="font-family: "georgia" , "times new roman" , serif;">
</span>
<br />
<table cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://1.bp.blogspot.com/-sBsZFpImFdE/W1245B9IptI/AAAAAAAAGiI/njmOTgaGYOgdr9OYLnYw11XBK_sFdPBNwCLcBGAs/s1600/HexaShrink-multiscale-representation-compression-z13-rock-type-category.gif" imageanchor="1" style="margin-left: auto; margin-right: auto; text-align: center;"><span style="font-family: "georgia" , "times new roman" , serif;"><img border="0" data-original-height="949" data-original-width="1426" height="265" src="https://1.bp.blogspot.com/-sBsZFpImFdE/W1245B9IptI/AAAAAAAAGiI/njmOTgaGYOgdr9OYLnYw11XBK_sFdPBNwCLcBGAs/s400/HexaShrink-multiscale-representation-compression-z13-rock-type-category.gif" width="400" /></span></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><span style="font-family: "georgia" , "times new roman" , serif; font-size: small;">Hexahedral mesh categorical property: rock type</span></td></tr>
</tbody></table>
<span style="font-family: "georgia" , "times new roman" , serif;"></span><br />
<div style="text-align: justify;">
<span style="font-family: "georgia" , "times new roman" , serif;"><em style="color: #212121; text-align: justify; white-space: pre-wrap;"><span style="color: #212121; font-family: "lato" , sans-serif;"><span style="box-sizing: border-box;"><span style="color: black; font-size: small; font-style: normal; text-align: left; white-space: normal;">Continuous properties (</span></span></span></em><span style="text-align: justify;">saturation, porosity, permeability, temperature</span><span style="font-size: small;">) can be homogenized with a 3D Haar wavelet:</span></span></div>
<span style="font-family: "georgia" , "times new roman" , serif;">
</span>
<br />
<table cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://3.bp.blogspot.com/-cyvts8CC27w/W125HEML-gI/AAAAAAAAGiQ/0xR42S4AZDkmSztT7RMXJfkumLlflBzSgCLcBGAs/s1600/HexaShrink-multiscale-representation-compression-z13-porosity-category.gif" imageanchor="1" style="margin-left: auto; margin-right: auto;"><span style="font-family: "georgia" , "times new roman" , serif;"><img border="0" data-original-height="274" data-original-width="371" height="295" src="https://3.bp.blogspot.com/-cyvts8CC27w/W125HEML-gI/AAAAAAAAGiQ/0xR42S4AZDkmSztT7RMXJfkumLlflBzSgCLcBGAs/s400/HexaShrink-multiscale-representation-compression-z13-porosity-category.gif" width="400" /></span></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><span style="font-family: "georgia" , "times new roman" , serif; font-size: small;">Hexahedral mesh continuous property: porosity</span></td></tr>
</tbody></table>
<div style="text-align: justify;">
<span style="font-family: "georgia" , "times new roman" , serif;"><br /></span></div>
<div style="text-align: justify;">
<div style="text-align: justify;">
<span style="font-family: "georgia" , "times new roman" , serif;">The HexaShrink methodology described above is detailed in the recently published paper: </span></div>
<div style="text-align: justify;">
</div>
</div>
<ul style="text-align: left;">
<li style="text-align: justify;"><span style="font-family: "georgia" , "times new roman" , serif;"><a href="http://dx.doi.org/10.1007/s10596-019-9816-2">HexaShrink, an exact scalable framework for hexahedral meshes with attributes and discontinuities: multiresolution rendering and storage of geoscience models</a>, Jean-Luc Peyrot<span style="background-color: white;">, </span><a href="http://www.laurent-duval.eu/lcd-publications.html" style="background-color: white;" title="Laurent Duval">Laurent Duval</a><span style="background-color: white;">, </span><a href="http://www.i3s.unice.fr/~fpayan/" style="background-color: white;" title="Frederic Payan">Frédéric Payan</a><span style="background-color: white;">, </span><a href="https://sites.google.com/view/lauriane-bouard/home" style="background-color: white;" title="Lauriane Bouard">Lauriane Bouard</a><span style="background-color: white;">, </span><a href="https://lchizat.github.io/" style="background-color: white;" title="Lenaic Chizat">Lénaïc Chizat</a><span style="background-color: white;"> (now at INRIA, ENS, PSL Research University Paris), </span><a href="https://www.linkedin.com/in/sebastien-schneider-8387412" style="background-color: white;" title="Sebastien Schneider">Sébastien Schneider</a><span style="background-color: white;"> (now at HoloMake), </span><a href="http://www.i3s.unice.fr/~am" style="background-color: white;" title="Marc Antonini">Marc Antonini</a><span style="background-color: white;">. Computational Geosciences, May2019</span></span></li>
</ul>
<blockquote class="tr_bq" style="text-align: justify;">
<span style="font-family: "georgia" , "times new roman" , serif;"><span style="background-color: white;">With huge data acquisition progresses realized in the past decades and acquisition systems now able to produce high resolution point clouds, the digitization of physical terrains becomes increasingly more precise. Such extreme quantities of generated and modeled data greatly impact computational performances on many levels: storage media, memory requirements, transfer capability, and finally simulation interactivity, necessary to exploit this instance of big data. Efficient representations and storage are thus becoming "enabling technologies" in simulation science. We propose HexaShrink, an original decomposition scheme for structured hexahedral volume meshes. The latter are used for instance in biomedical engineering, materials science, or geosciences. HexaShrink provides a comprehensive framework allowing efficient mesh visualization and storage. Its exactly reversible multiresolution decomposition yields a hierarchy of meshes of increasing levels of details, in terms of either geometry, continuous or categorical properties of cells. Starting with an overview of volume meshes compression techniques, our contribution blends coherently different multiresolution wavelet schemes. It results in a global framework preserving discontinuities (faults) across scales, implemented as a fully reversible upscaling. Experimental results are provided on meshes of varying complexity. They emphasize the consistency of the proposed representation, in terms of visualization, attribute downsampling and distribution at different resolutions. Finally, HexaShrink yields gains in storage space when combined to lossless compression techniques.</span></span></blockquote>
And there is a patent associated to HexaShrink, Method of exploitation of hydrocarbons of an underground formation by means of optimized scaling:<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://1.bp.blogspot.com/-W5fHtvZUnHA/W13tmerPtnI/AAAAAAAAGig/0DQEfGdJZP4ctzZmyhFDF87lOjqRBJzAwCLcBGAs/s1600/hexashrink-patent-hydrocarbon-optimized-scaling-modelet.PNG" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="655" data-original-width="470" height="320" src="https://1.bp.blogspot.com/-W5fHtvZUnHA/W13tmerPtnI/AAAAAAAAGig/0DQEfGdJZP4ctzZmyhFDF87lOjqRBJzAwCLcBGAs/s320/hexashrink-patent-hydrocarbon-optimized-scaling-modelet.PNG" width="229" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><span style="font-size: small;">Method of exploitation of hydrocarbons of an underground formation by means of optimized scaling</span></td></tr>
</tbody></table>
<br />
<br />
<span style="font-family: "georgia" , "times new roman" , serif;"></span></div>
<div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0tag:blogger.com,1999:blog-1245039520249139173.post-51287655276867309902018-07-10T15:10:00.001-07:002018-09-15T08:05:36.982-07:00Bioinformatics & datascience: Internship & PhD on multi-omics data<div dir="ltr" style="text-align: left;" trbidi="on">
An PhD position is still available on <a href="http://www.laurent-duval.eu/lcd-2018-intern-phd-epigenetics-omics-graph-processing.html">Graph-based learning from integrated multi-omics and multi-species data (genomic, transcriptomic, epigenetic)</a> between IFP Energies nouvelles and CentraleSupélec/INRIA Saclay. All the information is gathered at <a href="http://www.laurent-duval.eu/lcd-2018-intern-phd-epigenetics-omics-graph-processing.html">this address</a>.<br />
<br />
Some information is duplicated below:<br />
<ul style="font-family: helvetica, arial, verdana, sans-serif; font-size: small;">
<li>Application for the funded PhD/doctorate (IFP Energies nouvelles/CentraleSupélec) position on <em>Graph-based learning from integrated multi-omics and multi-species data (genomic, transcriptomic, epigenetic)</em>, starting Sep.-Dec. 2018</li>
<ul>
<li>Excellent applications will be evaluated on a first come/first served basis</li>
<li>Material: <strong>send resume/CV with grades, and a short memo/letter explaining your interest and skill-match</strong>for this topic, to <a href="http://fragkiskos.me/" title="Fragkiskos D. Malliaros">fragkiskos(dod)malliaros(ad)centralesupelec(dod)fr</a>, <a href="http://www.laurent-duval.eu/" title="Laurent Duval">laurent(dod)duval(ad)ifpen(dod)fr</a> and <a href="http://www-syscom.univ-mlv.fr/~pirayre/" title="Aurelie Pirayre">aurelie(dod)pirayre(ad)ifpen(dod)fr</a></li>
<li>PhD advisor: <a href="https://pesquet.info/" title="Jean-Christophe Pesquet">Jean-Christophe Pesquet</a>, <a href="http://cvn.centralesupelec.fr/" title="Center for Visual Computing">Center for Visual Computing</a> (or CVN, Centre de vision numérique), CentraleSupélec, <a href="https://www.inria.fr/en/teams/galen" title="INRIA">INRIA Saclay</a></li>
<li>Supervising team (a superset for both the internship and the PhD):<ul>
<li><a href="https://www.linkedin.com/in/fr%C3%A9d%C3%A9rique-bidard-michelot-4ba27123" title="Frédérique Bidard-Michelot
">Frédérique Bidard-Michelot</a> (IFP Energies nouvelles, Biotechnologies)</li>
<li><a href="http://www.laurent-duval.eu/" title="Laurent Duval">Laurent Duval</a> (IFP Energies nouvelles)</li>
<li><a href="http://fragkiskos.me/" title="Fragkiskos D. Malliaros">Fragkiskos D. Malliaros</a> (CentraleSupelec)</li>
<li><a href="http://www-syscom.univ-mlv.fr/~pirayre/" title="Aurelie Pirayre">Aurélie Pirayre</a> (IFP Energies nouvelles)</li>
<li><a href="https://pesquet.info/" title="Jean-Christophe Pesquet">Jean-Christophe Pesquet</a> (CentraleSupelec)</li>
</ul>
</li>
<li>PDF description <a href="http://www.laurent-duval.eu/Documents/IFPEN-2018-SUBJ-Internship-phd-Epigenetics-Graph-Processing-Optimization.pdf" title="Bioinformatics graph processing for multi-omics networks">Bioinformatics graph processing for multi-omics networks</a></li>
</ul>
</ul>
<div>
<span style="background-color: white; font-family: "helvetica" , "arial" , "verdana" , sans-serif; font-size: x-small;">Micro-organisms are studied here for their application to bio-based chemistry from renewable sources. Such organisms are driven by their genome expression, with very diverse mechanisms acting at various biological scales, sensitive to external conditions (nutrients, environment). The irruption of novel high-throughput experimental technologies provides complementary omics data and, therefore, a better capability for understanding for the studied biological systems. Innovative analysis methods are required for such highly integrated data. Their handling increasingly require advanced bioinformatics, data science and optimization tools to provide insights into the multi-level regulation mechanisms (</span><a href="https://dx.doi.org/10.3389/fcell.2015.00046" style="font-family: helvetica, arial, verdana, sans-serif; font-size: small;" title="Editorial: Multi-omic data integration">Editorial: Multi-omic data integration</a><span style="background-color: white; font-family: "helvetica" , "arial" , "verdana" , sans-serif; font-size: x-small;">). The main objective of this subject is to offer an improved understanding of the different regulation levels in the cell (from model organisms to Trichoderma reesei strains). The underlying prediction task requires the normalization and the integration of heterogeneous biological data (genomic, transcriptomic and epigenetic) from different microorganisms. The path chosen is that of graph modelling and network optimization techniques, allowing the combination of different natures of data, with the incorporation of biological a priori (in the line of BRANE Cut and BRANE Clust algorithms). Learning models relating genomic and transcriptomic data to epigenomic traits could be associated to network inference, source separation and clustering techniques to achieve this aim. The methodology would inherit from a wealth of techniques developed over graphs for scattered data, social networks. Attention will also be paid to novel evaluation metrics, as their standardization remains a crucial stake in bioinformatics. A preliminary internship position (summer/fall 2018) is suggested before engaging the PhD program. Information at: </span><a href="http://www.laurent-duval.eu/lcd-2018-intern-phd-epigenetics-omics-graph-processing.html" style="font-family: helvetica, arial, verdana, sans-serif; font-size: small;" title="Editorial: Multi-omic data integration">http://www.laurent-duval.eu/lcd-2018-intern-phd-epigenetics-omics-graph-processing.html</a><span style="background-color: white; font-family: "helvetica" , "arial" , "verdana" , sans-serif; font-size: x-small;"></span><br />
<ul style="font-family: helvetica, arial, verdana, sans-serif; font-size: small;">
<li><a href="https://laurent-duval.blogspot.fr/2015/11/brane-cut-biologically-related-apriori.html" title="BRANE page">BRANE Power page</a></li>
<li>A. Pirayre, C. Couprie, L. Duval, F. Bidard, J.-C. Pesquet, <a href="https://dx.doi.org/10.1186%2Fs12859-015-0754-2" title="BRANE Cut: biologically-related a priori network enhancement with graph cuts for gene regulatory network inference">BRANE Cut: biologically-related a priori network enhancement with graph cuts for gene regulatory network inference</a>, 2015, BMC Bioinformatics</li>
<li>A. Pirayre, C. Couprie, L. Duval, J.-C. Pesquet, <a href="https://dx.doi.org/10.1109/TCBB.2017.2688355" title="BRANE Clust: Cluster-Assisted Gene Regulatory Network Inference Refinement">BRANE Clust: Cluster-Assisted Gene Regulatory Network Inference Refinement</a>, 2018, IEEE/ACM Transactions on Computational Biology and Bioinformatics</li>
<li><a href="http://www-syscom.univ-mlv.fr/~pirayre/Codes-GRN-BRANE-cut.html" title="BRANE Cut software">BRANE Cut software page</a></li>
<li><a href="http://www-syscom.univ-mlv.fr/~pirayre/Codes-GRN-BRANE-clust.html" title="BRANE Clust software">BRANE Clust software page</a></li>
<li>Enhancement with Graph cuts for Gene Regulatory Network inference, BMC Bioinformatics D. Seux, F. D. Malliaros, A. Papadopoulos, M. Vazirgiannis, 2017, Core Decomposition of Uncertain Graphs Using Representative Instances, International Conference on Complex Networks and Their Applications</li>
</ul>
</div>
</div>
<div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0tag:blogger.com,1999:blog-1245039520249139173.post-60690472697152373662018-05-06T12:04:00.000-07:002019-03-09T07:13:55.794-08:00Hungarian Syzygies - Trauma Memorial - Werckmeister harmonies - 2001<div dir="ltr" style="text-align: left;" trbidi="on">
<a href="https://www.youtube.com/watch?v=ARJ8cAGm6JE">I am sorry David, I am afraid I should do that :)</a> This thought gathering stems from a talk with David in Budapest, Hungary, from <a href="https://www.facebook.com/Shakespeares-Helmet-Collective-597055617314676/">Shakespeare's Helmet Collective</a>. He stands in the eye of a political storm (<a href="https://www.theguardian.com/world/live/2018/apr/08/hungary-election-victor-orban-expected-to-win-third-term-live-updates">recent hungarian elections and Viktor Orban declarations</a>), and proposed (with a collective) a Trauma Memorial in the center of <a href="http://visitbudapest.travel/guide/budapest-attractions/heroes-square/">Heroes' Square</a> (Hosök tere) in Budapest. I was lucky enough to witness it directly. It appeared as a black monolith with a video stripe:<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="https://3.bp.blogspot.com/-Utb0E7zPoMY/XIPXhkePf2I/AAAAAAAAHn0/fOQEMAuH4l0kXTpO_QIHQWhigcFeHXnAQCLcBGAs/s1600/oo.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="182" data-original-width="277" src="https://3.bp.blogspot.com/-Utb0E7zPoMY/XIPXhkePf2I/AAAAAAAAHn0/fOQEMAuH4l0kXTpO_QIHQWhigcFeHXnAQCLcBGAs/s1600/oo.jpg" /></a></div>
<br />
<br />
Here is a full story, which wavelets and monoliths, boozers and Marker. But you can skip it directly to the video: <a href="https://www.youtube.com/watch?v=KeOEjliftQo">A millenniumi emlékmu kiegészítése 100 év hordalékával</a>. As a side note, I was happy to be for the first time in Hungary, home of many Hungary scientists mostly mathematicians (some known as <a href="https://en.wikipedia.org/wiki/The_Martians_(scientists)">the Martians</a>), some being prominent in the history of wavelets, like <a href="https://en.wikipedia.org/wiki/Alfr%C3%A9d_Haar">Alfréd Haar</a> or <a href="https://en.wikipedia.org/wiki/Frigyes_Riesz">Frigyes Riesz</a>, who were put in a multiscale perspective in a <a href="https://doi.org/10.1016/j.sigpro.2011.04.025">2D wavelet panorama review paper</a>, details below:<br />
<br />
<div class="separator" style="clear: both; text-align: center;">
<a href="http://www.laurent-duval.eu/Images-multiscale-geometric-representations/fig_SzegedOriginalColor.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img alt="Haar and Riesz with multiscale wavelets" border="0" src="http://www.laurent-duval.eu/Images-multiscale-geometric-representations/fig_SzegedOriginalColor.png" data-original-height="800" data-original-width="800" height="200" title="Haar and Riesz with multiscale wavelets" width="200" /></a></div>
<br />
A few weeks ago, I was given the opportunity to watch Werckmeister harmóniák by (<a href="https://fr.wikipedia.org/wiki/Les_Harmonies_Werckmeister">Les Harmonies Werckmeister</a> or <a href="https://en.wikipedia.org/wiki/Werckmeister_Harmonies">Werckmeister harmonies</a>) with a <a href="http://74020165.nawak.com/">friend</a>. He insisted that we should watch the movie, given the following pitch:<br />
<blockquote class="tr_bq">
A guy in a small drunkard bar builds a choreography with the local boozers, making them reproduce the planets and satellites' motions of the solar system. In black and white. </blockquote>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://4.bp.blogspot.com/-NyjFUEuG3A4/Wu8sjoMcv2I/AAAAAAAAGBE/NCkhQyKOLOQK4bAkCxjwmv3t96eb8w47QCLcBGAs/s1600/cult_bela-tarr-werckmeister-harmonies.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="308" data-original-width="500" height="197" src="https://4.bp.blogspot.com/-NyjFUEuG3A4/Wu8sjoMcv2I/AAAAAAAAGBE/NCkhQyKOLOQK4bAkCxjwmv3t96eb8w47QCLcBGAs/s320/cult_bela-tarr-werckmeister-harmonies.jpg" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Werckmeister Harmonies: satellites and planets in motion</td></tr>
</tbody></table>
The movie was stunning, with shades, a whale and rising violence. I could not help but relating it to Stanley Kubrick's <a href="https://en.wikipedia.org/wiki/2001:_A_Space_Odyssey_(film)">2001: A space Odyssey</a> (as we are celebrating its <a href="https://consequenceofsound.net/2018/04/2001-a-space-odyssey-returning-to-theaters-in-70mm-for-50th-anniversary/">50th anniversary</a>) and to <a href="https://fr.wikipedia.org/wiki/Ian_Watson">Ian Watson</a>'s <a href="https://www.goodreads.com/book/show/941146.The_Embedding">The embedding</a> (foreign languages and the whale). We ended this <a href="https://www.youtube.com/watch?v=G501Ii0X0NE">cinema show</a> with the 1962 dystopian black-and-white short movie <a href="https://fr.wikipedia.org/wiki/La_Jet%C3%A9e">La jetée</a> (<a href="https://en.wikipedia.org/wiki/La_Jet%C3%A9e">The Jetty</a>), by <a href="http://chrismarker.ch/">Chris Marker, aka Christian Bouche-Villeneuve</a>, which was the inspiration for Terry Gilliam's <a href="https://en.wikipedia.org/wiki/12_Monkeys">Twelve monkeys army</a>. A story about global war, time-travel, memories, love and death. It can be viewed at <a href="https://vimeo.com/191131906">Vimeo: La jetée</a>.<br />
<br />
Chris Marker (or his <a href="https://en.wikipedia.org/wiki/Sans_Soleil">Sans Soleil</a> Hungarian avatars, Sandor and Michel Krasna, born in Kolozsvar, 1932 and Budapest, 1946, respectively) is currently subject to a retrospective at <a href="http://www.cinematheque.fr/">La Cinémathèque</a> in Paris: <a href="http://www.cinematheque.fr/cycle/chris-marker-les-7-vies-d-un-cineaste-441.html">Chris Marker, les sept vies des cinéastes</a> (3 mai/29 juillet 2018).<br />
<br />
Then, I was in Budapest in April 2018, for a too short week-end. As I am an obsessed 2001 fan, reminiscences from 2001 were evident everywhere, either in Budapest's magnificent parliament, the <a href="http://vasarely.hu/">Vasarely museum</a> or the mere streets of Budapest.<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://1.bp.blogspot.com/-va8_OEY9riA/Wu9CHAsAtnI/AAAAAAAAGBU/mgtE7Ap3eO81dsn8IGEESQWryC2awHyjACLcBGAs/s1600/2001-reminiscence-stripe-budapest.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="565" data-original-width="1600" height="113" src="https://1.bp.blogspot.com/-va8_OEY9riA/Wu9CHAsAtnI/AAAAAAAAGBU/mgtE7Ap3eO81dsn8IGEESQWryC2awHyjACLcBGAs/s320/2001-reminiscence-stripe-budapest.jpg" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">2001 space odyssey reminiscence from Budapest</td></tr>
</tbody></table>
So I went to Hosök tere, a beautiful square with monuments celebrating the Magyar historical background. And right in the center of the square, an installation displayed an intriguing video and sound on one side of a black cube:<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://3.bp.blogspot.com/-1g614HAFcNk/Wu9E1ZidaFI/AAAAAAAAGBg/zN-lDV3TfxAwbsDwPy_uaczimDF8vYOigCLcBGAs/s1600/DSC06139-small-millemium-memorial.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="540" data-original-width="720" height="240" src="https://3.bp.blogspot.com/-1g614HAFcNk/Wu9E1ZidaFI/AAAAAAAAGBg/zN-lDV3TfxAwbsDwPy_uaczimDF8vYOigCLcBGAs/s320/DSC06139-small-millemium-memorial.jpg" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Trauma memorial, pixels in a silhouette</td></tr>
</tbody></table>
This marked a Hungarian syzygy, a connection of seemingly unrelated events. The video displayed the upper half of a dark suit, uttering speeches I could not understand. Of course, <a href="https://en.wikipedia.org/wiki/Hungarian_language">Hungarian is known as a special language</a>, in the Uralic-Finno-Ugric family. Funnily, the subtitles were in esoteric ASCII characters. But after a few seconds, it became clear that the sounds were reversed, spoken backwards. Apart from causality issues, I should confess that backwards or forwards, Hungarian remains foreign to me. So hopping inside the cube, one could be welcome by its "kind wards".<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://2.bp.blogspot.com/-HReUG1KmlSQ/Wu9E3ndeBjI/AAAAAAAAGBk/uY32A9GjyeYev3Fwpl3tCRwa-EK2bCcAgCLcBGAs/s1600/DSC06150-Our-unsatiable-stomach.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="480" data-original-width="640" height="240" src="https://2.bp.blogspot.com/-HReUG1KmlSQ/Wu9E3ndeBjI/AAAAAAAAGBk/uY32A9GjyeYev3Fwpl3tCRwa-EK2bCcAgCLcBGAs/s320/DSC06150-Our-unsatiable-stomach.jpg" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Our insatiable stomach</td></tr>
</tbody></table>
This picture summarizes a state of affairs: a rising tide of nationalism, autocratic power, growing on sedimented ancient trauma and more recent angers and fears (as far as I can understand). The above "<span style="text-align: center;"><b>Our insatiable stomach</b>" is a timely snapshot with those close sounding of Hungary and Hungry sounds. So here is it, an mere addendum to this black blocky sedimentation of history, cast reverse: </span> <a href="https://www.youtube.com/watch?v=KeOEjliftQo">A millenniumi emlékmu kiegészítése 100 év hordalékával</a>. With fun: this <a href="https://www.facebook.com/Shakespeares-Helmet-Collective-597055617314676/">Shakespeare's Helmet Collective</a> work is curated by... Byron (for those who have an eye for finest details)<br />
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<center>
<iframe allowfullscreen="" frameborder="0" height="270" src="https://www.youtube.com/embed/KeOEjliftQo" width="480"></iframe></center>
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Links:<br />
<ul style="text-align: left;">
<li>Facebook page for <a href="https://www.facebook.com/Shakespeares-Helmet-Collective-597055617314676/">Shakespeare's Helmet Collective</a></li>
<li><a href="http://deeperintomovies.net/journal/archives/453">Werckmeister Harmonies (2000, Béla Tarr)</a>, “Storyboards are stupid, stupid things.” – Béla Tarr</li>
<li><a href="http://shangols.canalblog.com/archives/2008/11/25/11505923.html">Les Harmonies Werckmeister (Werckmeister harmóniák) (2000) de Belà Tarr</a></li>
<li>A not unrelated video: <a href="https://vimeo.com/15700228">Qaeda Quality Question Quickly Quickly Quiet</a>, George W. Bush speeches, sorted alphabetically, by Lenka Clayton</li>
</ul>
</div>
<div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0tag:blogger.com,1999:blog-1245039520249139173.post-18775257792116839492018-01-15T12:06:00.004-08:002018-04-02T08:54:38.948-07:00Theories of Deep Learning, videos and slides<div dir="ltr" style="text-align: left;" trbidi="on">
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<a href="https://stats385.github.io/assets/img/announcement2.png" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" data-original-height="800" data-original-width="797" height="200" src="https://stats385.github.io/assets/img/announcement2.png" width="198" /></a></div>
With a little sense of provocations carried by the poster, <a href="https://stats385.github.io/">Stanford university STATS 385</a> (Fall 2017) proposes a series of talks on the Theories of Deep Learning, with <a href="https://www.youtube.com/playlist?list=PLwUqqMt5en7fFLwSDa9V3JIkDam-WWgqy">deep learning videos</a>, <a href="https://stats385.github.io/lecture_slides">lecture slides</a>, and a <a href="https://stats385.github.io/cheat_sheet">cheat sheet</a> (stuff that everyone needs to know). Outside the yellow submarine, Nemo-like sea creatures depict Fei-Fei Li, Yoshua Bengio, Geoffrey Hinton, Yann LeCun on a Deep dream background. So, wrapping up stuff about CNN (convolutional neural networks):<br />
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<blockquote class="tr_bq">
<i>The spectacular recent successes of deep learning are purely empirical. Nevertheless intellectuals always try to explain important developments theoretically. In this literature course we will review recent work of Bruna and Mallat, Mhaskar and Poggio, Papyan and Elad, Bolcskei and co-authors, Baraniuk and co-authors, and others, seeking to build theoretical frameworks deriving deep networks as consequences. After initial background lectures, we will have some of the authors presenting lectures on specific papers. This course meets once weekly.</i></blockquote>
Videos and slides are gathered at follows.<br />
<ol style="text-align: left;">
<li>Theories of Deep Learning, Lecture 01: Deep Learning Challenge. Is There Theory? (Donoho/Monajemi/Papyan) : <a href="https://www.youtube.com/watch?v=KrTqxmS1-L4&list=PLwUqqMt5en7fFLwSDa9V3JIkDam-WWgqy&index=10">video</a>, <a href="https://stats385.github.io/assets/lectures/StanfordStats385-20170927-Lecture01-Donoho.pdf">slides</a></li>
<li>Theories of Deep Learning, Lecture 02: Overview of Deep Learning From a Practical Point of View (Donoho/Monajemi/Papyan) : <a href="https://www.youtube.com/watch?v=VsBFt_-h5QA&index=9&list=PLwUqqMt5en7fFLwSDa9V3JIkDam-WWgqy">video</a>, <a href="https://stats385.github.io/assets/lectures/Lecture-02-AsCorrected.pdf">slides</a></li>
<li>Theories of Deep Learning, Lecture 03: Harmonic Analysis of Deep Convolutional Neural Networks (Helmut Bolcskei) : <a href="https://www.youtube.com/watch?v=oCohnBbmpLA&index=8&list=PLwUqqMt5en7fFLwSDa9V3JIkDam-WWgqy">video</a>, <a href="https://stats385.github.io/assets/lectures/bolcskei-stats385-slides.pdf">slides</a></li>
<li>Theories of Deep Learning, Lecture 04: Convnets from First Principles: Generative Models, Dynamic Programming & EM (Ankit Patel) : <a href="https://www.youtube.com/watch?v=uIVPo5eyhE0&index=7&list=PLwUqqMt5en7fFLwSDa9V3JIkDam-WWgqy">video</a>, <a href="https://stats385.github.io/assets/lectures/2017%20Stanford%20Guest%20Lecture%20-%20Stats%20385%20-%20Oct%202017.pdf">slides</a></li>
<li>Theories of Deep Learning, Lecture 05: When Can Deep Networks Avoid the Curse of Dimensionality and Other Theoretical Puzzles (Tomaso Poggio) : <a href="https://www.youtube.com/watch?v=4yLCuZnhkdI&index=6&list=PLwUqqMt5en7fFLwSDa9V3JIkDam-WWgqy">video</a>, <a href="https://stats385.github.io/assets/lectures/StanfordStats385-20171025-Lecture05-Poggio.pdf">slides</a></li>
<li>Theories of Deep Learning, Lecture 06: Views of Deep Networks from Reproducing Kernel Hilbert Spaces (Zaid Harchaoui) : <a href="https://www.youtube.com/watch?v=k4zz_MX2Ero&index=5&list=PLwUqqMt5en7fFLwSDa9V3JIkDam-WWgqy">video</a>, <a href="https://stats385.github.io/assets/lectures/lecture6_stats385_stanford_nov17.pdf">slides</a></li>
<li>Theories of Deep Learning, Lecture 07: Understanding and Improving Deep Learning With Random Matrix Theory (Jeffrey Pennington) : <a href="https://www.youtube.com/watch?v=idiaK-IBdcM&index=4&list=PLwUqqMt5en7fFLwSDa9V3JIkDam-WWgqy">video</a>, <a href="https://stats385.github.io/assets/lectures/Understanding_and_improving_deep_learing_with_random_matrix_theory.pdf">slides</a></li>
<li>Theories of Deep Learning, Lecture 08: Topology and Geometry of Half-Rectified Network Optimization (Joan Bruna) : <a href="https://www.youtube.com/watch?v=rBxoRQODJdM&index=3&list=PLwUqqMt5en7fFLwSDa9V3JIkDam-WWgqy">video</a>, <a href="https://stats385.github.io/assets/lectures/stanford_nov15.pdf">slides</a></li>
<li>Theories of Deep Learning, Lecture 09: What’s Missing from Deep Learning? (Bruno Olshausen) : <a href="https://www.youtube.com/watch?v=zSm55CZDwq0&index=2&list=PLwUqqMt5en7fFLwSDa9V3JIkDam-WWgqy">video</a>, <a href="https://stats385.github.io/assets/lectures/lecture-09--20171129.pdf">slides</a></li>
<li>Theories of Deep Learning, Lecture 10: Convolutional Neural Networks in View of Sparse Coding (Vardan Papyan and David Donoho) : <a href="https://www.youtube.com/watch?v=LwHhMu_7ZB4&index=1&list=PLwUqqMt5en7fFLwSDa9V3JIkDam-WWgqy">video</a>, <a href="https://stats385.github.io/assets/lectures/lecture-10--20171206.pdf">slides</a></li>
</ol>
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<div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0tag:blogger.com,1999:blog-1245039520249139173.post-61916331262107025262017-08-29T12:36:00.001-07:002018-03-16T06:19:10.033-07:00Tout ça pour ça - Fhtagn - 001<div dir="ltr" style="text-align: left;" trbidi="on">
<span style="color: #1d2129; font-family: "helvetica" , "arial" , sans-serif;"><span style="background-color: white; font-size: 12px; white-space: pre-wrap;">Actes Sud au Pôle Nord</span></span><br />
<span style="color: #1d2129; font-family: "helvetica" , "arial" , sans-serif;"><span style="background-color: white; font-size: 12px; white-space: pre-wrap;">Pour hacker de la glace</span></span><br />
<span style="color: #1d2129; font-family: "helvetica" , "arial" , sans-serif;"><span style="background-color: white; font-size: 12px; white-space: pre-wrap;">Si elle programme fort</span></span><br />
<span style="color: #1d2129; font-family: "helvetica" , "arial" , sans-serif;"><span style="background-color: white; font-size: 12px; white-space: pre-wrap;">Le froid la gèle en place</span></span><br />
<span style="color: #1d2129; font-family: "helvetica" , "arial" , sans-serif;"><span style="background-color: white; font-size: 12px; white-space: pre-wrap;"><br /></span></span>
<b><span style="color: #1d2129; font-family: "helvetica" , "arial" , sans-serif;"><span style="background-color: white; font-size: 12px; white-space: pre-wrap;">Moralité : </span></span><span style="background-color: white; color: #1d2129; font-family: "helvetica" , "arial" , sans-serif; font-size: 12px; white-space: pre-wrap;">L'iceberg ça l'endort</span></b><br />
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<div class="separator" style="clear: both; text-align: center;">
<a href="https://4.bp.blogspot.com/-kHrI2ASjX6E/WaXU9acf2ZI/AAAAAAAAF44/-daGLEzkSOwGXnHhTLa2Aw9WNoWB8Ss5ACLcBGAs/s1600/lisbeth-salander-noomi-rapace.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="540" data-original-width="1270" height="136" src="https://4.bp.blogspot.com/-kHrI2ASjX6E/WaXU9acf2ZI/AAAAAAAAF44/-daGLEzkSOwGXnHhTLa2Aw9WNoWB8Ss5ACLcBGAs/s320/lisbeth-salander-noomi-rapace.jpg" width="320" /></a></div>
<b><span style="background-color: white; color: #1d2129; font-family: "helvetica" , "arial" , sans-serif; font-size: 12px; white-space: pre-wrap;"><br /></span></b><b><span style="background-color: white; color: #1d2129; font-family: "helvetica" , "arial" , sans-serif; font-size: 12px; white-space: pre-wrap;"><a href="https://en.wikipedia.org/wiki/Stieg_Larsson">Stieg Larsson</a></span></b><br />
<b><span style="background-color: white; color: #1d2129; font-family: "helvetica" , "arial" , sans-serif; font-size: 12px; white-space: pre-wrap;"><a href="https://en.wikipedia.org/wiki/Millennium_(novel_series)">Millenium</a></span></b><br />
<b><span style="background-color: white; color: #1d2129; font-family: "helvetica" , "arial" , sans-serif; font-size: 12px; white-space: pre-wrap;"><br /></span></b></div>
<div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0tag:blogger.com,1999:blog-1245039520249139173.post-69136238449077302732017-04-11T09:23:00.000-07:002017-05-23T13:21:34.804-07:00BRANE Clust: cluster-assisted gene regulatory network inference refinement<div dir="ltr" style="text-align: left;" trbidi="on">
The joined Gene Regulatory Network (GRN) inference and clustering tool BRANE Clust has just been published in <b><a href="http://biorxiv.org/content/early/2017/03/24/114769">BRANE Clust: cluster-assisted gene regulatory network inference refinement</a></b> in <a href="http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=8857">IEEE/ACM Transactions on Computational Biology and Bioinformatics</a>, 2017 (<a href="https://doi.org/10.1109/TCBB.2017.2688355">doi:10.1109/TCBB.2017.2688355</a>).<br />
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It is also featured on <a href="http://www.rna-seqblog.com/brane-clust-cluster-assisted-gene-regulatory-network-inference-refinement">RNA-seq blog</a> and <a href="https://omictools.com/biologically-related-apriori-network-enhancement-with-clustering-refinement-tool">OMIC tools</a>.<br />
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Alternative versions are available as a <a href="http://www.laurent-duval.eu/Articles/Pirayre_A_2017_j-ieee-tcbb-BRANEClust-clustering-gene-regulatory-network-inference-OA.pdf">preprint</a>, on <a href="http://biorxiv.org/content/early/2017/03/24/114769">biorxiv</a>, with a <a href="http://www-syscom.univ-mlv.fr/~pirayre/Codes-GRN-BRANE-clust.html">page</a> and <a href="http://www-syscom.univ-mlv.fr/~pirayre/Codes-GRN-BRANE-clust.html">software</a> and in <a href="https://hal-ifp.archives-ouvertes.fr/hal-01330638?platform=hootsuite">HAL</a>. Another brick in the <a href="https://laurent-duval.blogspot.fr/p/brane-page.html">BRANE</a> series wall, a series of bioinformatics tools based on graphs and optimization, dedicated to -omics gene expression data for GRN (<a href="https://en.wikipedia.org/wiki/Gene_regulatory_network">Gene Regulatory Network</a>) inference.<br />
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While traditional Next-generation sequencing (NGS) pipelines often combine motley assumptions (correlation, normalization, clustering, inference), this work is an first step toward gracefully combining network inference and clustering. </div>
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<div>
BRANE Clust works as a post-processing tool upon classical network thresholding refinement. From a complete weighted network (obtained from any network inference method) BRANE Clust favors edges both having higher weights (as in standard thresholding) and linking nodes belonging to a same cluster. It relies on an optimization procedure. It computes an optimal gene clustering (random walker algorithm) and an optimal edge selection jointly. The introduction of a clustering step in the edge selection process improves gene regulatory network inference. This is demonstrated on both synthetic (five networks of <a href="http://dreamchallenges.org/project/dream4-in-silico-network-challenge/">DREAM4</a> and network 1 of <a href="http://dreamchallenges.org/project/dream-5-network-inference-challenge/">DREAM5</a>)<span style="background-color: white;"> </span>and real (network 3 of <a href="http://dreamchallenges.org/project/dream-5-network-inference-challenge/">DREAM5</a>) data. These conclusions are drawn after comparing classical thresholding on CLR and GENIE3 networks to our proposed post-processing. Significant improvements in terms of Area Under Precision-Recall curve are obtained. The predictive power on real data yields promising results: predicted links specific to BRANE Clust reveal plausible biological interpretation. GRN approaches that produce a complete weighted network to prune could benefit from BRANE Clust post-processing.</div>
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<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://1.bp.blogspot.com/-JTy3t3KlEMA/WOz_cbBR6QI/AAAAAAAAF1k/6JqazHkTCf0wFmSieZxzxro2ipQNDhKaACLcB/s1600/Network_236edges.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="380" src="https://1.bp.blogspot.com/-JTy3t3KlEMA/WOz_cbBR6QI/AAAAAAAAF1k/6JqazHkTCf0wFmSieZxzxro2ipQNDhKaACLcB/s640/Network_236edges.png" width="640" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><i>Escherichia coli</i> network built using BRANE Clust on GENIE3 weights and containing 236 edges. Large dark gray nodes refers to transcription factors (TFs). Inferred edges also reported in the ground truth are colored in black while predictive edges are light gray. Dashed edges correspond to a link inferred by both BRANE Clust and GENIE3 while solid links refer to edges specifically inferred by BRANE Clust.</td></tr>
</tbody></table>
<div>
<div>
<b>Abstract</b>:</div>
<blockquote class="tr_bq">
Discovering meaningful gene interactions is crucial for the identification of novel regulatory processes in cells.<br />
Building accurately the related graphs remains challenging due to the large number of possible solutions from available data. Nonetheless, enforcing a priori on the graph structure, such as modularity, may reduce network indeterminacy issues. BRANE Clust (Biologically-Related A priori Network Enhancement with Clustering) refines gene regulatory network (GRN) inference thanks to cluster information. It works as a post-processing tool for inference methods (i.e. CLR, GENIE3). In BRANE Clust, the clustering is based on the inversion of a system of linear equations involving a graph-Laplacian matrix promoting a modular structure. Our approach is validated on DREAM4 and DREAM5 datasets with objective measures, showing significant comparative improvements. We provide additional insights on the discovery of novel regulatory or co-expressed links in the inferred Escherichia coli network evaluated using the STRING database. The comparative pertinence of clustering is discussed computationally (SIMoNe, WGCNA, X-means) and biologically (RegulonDB). BRANE Clust software is available at:<br />
<a href="http://www-syscom.univ-mlv.fr/~pirayre/Codes-GRN-BRANE-clust.html">http://www-syscom.univ-mlv.fr/~pirayre/Codes-GRN-BRANE-clust.html</a></blockquote>
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<div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0tag:blogger.com,1999:blog-1245039520249139173.post-51765607629078322802017-03-17T14:06:00.001-07:002017-03-18T05:58:38.459-07:00Co-simulation, state-of-the-art by Claudio Gomes<div dir="ltr" style="text-align: left;" trbidi="on">
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<span style="font-family: inherit;">A few days ago, we had a seminar given by <span lang="EN-US"><a href="http://msdl.cs.mcgill.ca/people/claudio/">Claudio Gomes</a></span><span lang="EN-US"> (University of Antwerp, Belgium). He recently produced a </span></span>research <span style="font-family: inherit;">report (turned into a paper) on <span lang="EN-US"><a href="http://msdl.cs.mcgill.ca/people/claudio/pub/Gomes2016b.pdf" style="font-style: italic;">Co-simulation: State of the Art</a> with</span> C. Thule, D. Broman, P. G. Larsen and H. Vangheluwe (<a href="https://arxiv.org/abs/1702.00686v1">arxiv</a>). This work is an impressive body of work on tools </span>enabling experts in different disciplines to collaborate more efficiently in the development of ever more complex systems. It overviews "co-simulation approaches, research challenges, and research opportunities" and "summarizes, bridges, and enhances future research in this multidisciplinary area".</div>
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<span style="font-family: inherit;"><br /></span></div>
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<span lang="EN-US">The attendant slides </span><span style="font-family: inherit;"> nicely summarize in a didactic way the main issues pertaining to </span>coupled systems, via the composition of sub-system simulations. They deal with Terminology, Simulation units, Input extrapolation techniques, Orchestration algorithms, Algebraic loops, Convergence and Stability<b>.</b></div>
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<span lang="EN-US"><br /></span></div>
<div class="MsoNormal">
<span lang="EN-US">Abstract:<o:p></o:p></span></div>
<blockquote class="tr_bq">
<span lang="EN-US">It is
essential to find new ways of enabling experts in different disciplines to
collaborate more efficient in the development of ever more complex systems,
under increasing market pressures. One possible solution for this challenge is
to use a heterogeneous model-based approach where different teams can produce
their conventional models and carry out their usual mono-disciplinary analysis,
but in addition, the different models can be coupled for simulation
(co-simulation), allowing the study of the global behavior of the system. Due
to its potential, co-simulation is being studied in many different disciplines
but with limited sharing of findings. Our aim with this work is to summarize,
bridge, and enhance future research in this multidisciplinary area. We provide
an overview of co-simulation approaches, research challenges, and research
opportunities, together with a detailed taxonomy with different aspects of the
state of the art of co-simulation and classification for the past five years.
The main research needs identified are: finding generic approaches for modular,
stable and accurate coupling of simulation units; and expressing the
adaptations required to ensure that the coupling is correct.</span></blockquote>
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<center>
<iframe height="480px" src="https://docs.google.com/viewer?srcid=0B754uJBsCVKUMW1ONHBiQUpqUkU&pid=explorer&efh=false&a=v&chrome=false&embedded=true" width="580px"></iframe></center>
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<span style="font-family: inherit;"><br /></span>
<span style="font-family: inherit;">This opportunity was initiated though a very open discussion around extrapolation for co-simulation in cyber-physical systems in <a href="https://arxiv.org/abs/1610.09261">CHOPtrey: contextual online polynomial extrapolation for enhanced multi-core co-simulation of complex systems</a></span>.</div>
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<div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0tag:blogger.com,1999:blog-1245039520249139173.post-22536170657750575012017-02-25T13:26:00.002-08:002018-05-23T00:17:11.334-07:00BARCHAN: Blob Alignment for Robust CHromatographic ANalysis (GCxGC)<div dir="ltr" style="text-align: left;" trbidi="on">
<div class="svAbstract" data-etype="ab">
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<h4 class="h4">
<span style="font-weight: normal;">In 1987, G. P. Barchan <i>et al. </i>wrote a paper called: <a href="https://www.ncbi.nlm.nih.gov/pubmed/3102316">Gas chromatographic method of determining carbon monoxide and dioxide</a>. </span><span style="font-weight: normal;">But <a href="https://en.wikipedia.org/wiki/Barchan">barkhan, or barchan</a>, means more outside gas chromatography. It refers to <a href="https://www.nps.gov/deva/learn/nature/sand-dunes.htm">sand dunes</a>, with crescent shapes, modeled by the wind.</span></h4>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="http://en.people.cn/mediafile/201211/26/F201211261108282680448129.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" src="https://en.people.cn/mediafile/201211/26/F201211261108282680448129.jpg" height="213" width="320"></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">BARCHAN: crescent-shaped sand dunes</td></tr>
</tbody></table>
<h4 class="h4">
<span style="font-weight: normal;">They inspired our image registration tool for comprehensive 2D chromatography peak alignment (GCxGC or GC2D). It was just publish</span><span style="font-weight: normal;"><span style="font-weight: normal;">ed as </span><a href="http://dx.doi.org/10.1016/j.chroma.2017.01.003">BARCHAN: Blob Alignment for Robust CHromatographic ANalysis (GCxGC)</a>, Journal of Chromatography A, February 2017. For given 2D chromatogram areas of interest, <a href="http://dx.doi.org/10.1016/j.chemolab.2014.09.014">a baseline removal (BEADS)</a> is applied, a peak detection is performed, blobs are detected and registered with a mixed rigid/non-rigid transformation based on the <a href="https://sites.google.com/site/myronenko/research/cpd">Coherent Point Drift</a> technique.</span></h4>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://2.bp.blogspot.com/-HwV41U6cVO0/WLH1LIVIkTI/AAAAAAAAFzg/5upkRab6pJcsEM0zK4Kpxq-CFzw34Oa4wCLcB/s1600/figure03areasinterest.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="140" src="https://2.bp.blogspot.com/-HwV41U6cVO0/WLH1LIVIkTI/AAAAAAAAFzg/5upkRab6pJcsEM0zK4Kpxq-CFzw34Oa4wCLcB/s320/figure03areasinterest.png" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">A pair of GCxGC chromatogram areas of interest.</td></tr>
</tbody></table>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://3.bp.blogspot.com/-O3RkIVIGynk/WLH2bfkHxKI/AAAAAAAAFzk/HMxm0U0Fqj8RUHoZCA4vbrmdUkxtNXUsQCLcB/s1600/figure04dbarchan.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="168" src="https://3.bp.blogspot.com/-O3RkIVIGynk/WLH2bfkHxKI/AAAAAAAAFzk/HMxm0U0Fqj8RUHoZCA4vbrmdUkxtNXUsQCLcB/s320/figure04dbarchan.png" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">BARCHAN registration, example.</td></tr>
</tbody></table>
<h4 class="h4">
<a href="http://www.laurent-duval.eu/Articles/Couprie_C_2017_j-chromatography-a-barchan-blob-alignment-robust-chromatographic-analysis.pdf" style="font-weight: normal;">The preprint is here</a><span style="font-weight: normal;">. The <a href="https://hal.archives-ouvertes.fr/hal-01392910">HAL </a>and the <a href="http://arxiv.org/abs/1702.07942">arxiv </a>version. The abstract is next:</span></h4>
<blockquote class="tr_bq">
<span style="font-weight: normal;">Abstract: (Comprehensive) Two dimensional gas chromatography (GCxGC) plays a central role into the elucidation of complex samples. The automation of the identification of peak areas is of prime interest to obtain a fast and repeatable analysis of chromatograms. To determine the concentration of compounds or pseudo-compounds, templates of blobs are defined and superimposed on a reference chromatogram. The templates then need to be modified when different chromatograms are recorded. In this study, we present a chromatogram and template alignment method based on peak registration called BARCHAN. Peaks are identified using a robust mathematical morphology tool. The alignment is performed by a probabilistic estimation of a rigid transformation along the first dimension, and a non-rigid transformation in the second dimension, taking into account noise, outliers and missing peaks in a fully automated way. Resulting aligned chromatograms and masks are presented on two datasets. The proposed algorithm proves to be fast and reliable. It significantly reduces the time to results for GCxGC analysis.</span></blockquote>
<h4 class="h4">
</h4>
<h4 class="h4">
Highlights</h4>
<div class="paraText">
</div>
<dl class="listitem" id="list_list0005">
<dt class="label">• BARCHAN: 2D chromatogram and template alignment based on peak registration.</dt>
<dt class="label">• The alignment is performed by probabilistic estimation with a Gaussian Mixture Model.</dt>
<dt class="label">• It combines a rigid and a non-rigid transformation for complex samples analysis.</dt>
<dt class="label">• The method accounts for noise, outliers and missing peaks in an automated way.</dt>
<dt class="label">• BARCHAN significantly reduces the time to results for GC×GC analysis.</dt>
<dt class="label"><br /></dt>
<dt class="label">This work is a follow-up of preceding chromatography papers:</dt>
<ol style="text-align: left;">
<li><a href="http://dx.doi.org/10.1016/j.chemolab.2014.09.014" style="background-color: white; font-family: helvetica, arial, verdana, sans-serif; font-size: small;" title="Chromatogram baseline estimation and denoising using sparsity (BEADS)">Chromatogram baseline estimation and denoising using sparsity (BEADS)</a></li>
<li><a href="http://dx.doi.org/10.2516/ogst:2007004" style="font-family: helvetica, arial, verdana, sans-serif; font-size: small;" target="_external_" title="Comprehensive Two-Dimensional Gas Chromatography for Detailed Characterisation of Petroleum Products">Comprehensive Two-Dimensional Gas Chromatography for Detailed Characterisation of Petroleum Products</a></li>
<li><a href="http://dx.doi.org/10.1016/j.chroma.2005.05.106" style="font-family: helvetica, arial, verdana, sans-serif; font-size: small;" target="_external_" title="Characterization of middle-distillates by comprehensive
two-dimensional gas chromatography (GCxGC): a powerful alternative for performing various standard analysis of middle distillates">Characterization of middle-distillates by comprehensive two-dimensional gas chromatography (GCxGC): a powerful alternative for performing various standard analysis of minewddle distillates</a></li>
<li><a href="http://dx.doi.org/10.1016/j.chroma.2004.05.071" style="font-family: helvetica, arial, verdana, sans-serif; font-size: small;" target="_external_" title="Comparison of conventional gas chromatography and
comprehensive two-dimensional gas chromatography for the detailed analysis of petrochemical samples">Comparison of conventional gas chromatography and comprehensive two-dimensional gas chromatography for the detailed analysis of petrochemical samples</a></li>
</ol>
<div>
A news-like description on IFP Energies nouvelles is provided:</div>
<ul style="text-align: left;"><div>
<span style="font-family: inherit;">(in French) at: <a href="http://www.ifpenergiesnouvelles.fr/Publications/Info-Science/Fil-d-Info-Science/Voyage-au-caeur-des-dunes-pour-des-produits-en-quete-d-identite-ou-comment-le-traitement-d-images-accelere-leur-caracterisation">Voyage au cœur des dunes pour des produits en quête d’identité, ou comment le traitement d’images accélère leur caractérisation</a></span></div>
<div>
<span style="font-family: inherit;">(in English) <span style="font-size: 11pt;"><a href="http://www.ifpenergiesnouvelles.com/Publications/Info-Science/Info-Science-news-stream/A-journey-to-the-heart-of-dunes-for-products-in-quest-of-identity-or-how-image-processing-accelerates-their-characterization">A journey to the heart of dunes for products in quest of identity, orhow image processing accelerates their characterization</a></span></span></div>
</ul>
<br /><br /><br /><br /><div>
<br /></div>
</dl>
</div>
</div>
</div>
</div>
<div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0tag:blogger.com,1999:blog-1245039520249139173.post-88532912715396936002016-12-22T13:16:00.000-08:002017-04-01T14:05:25.566-07:00Signal and image classification with invariant descriptors (scattering transforms): Internship<div dir="ltr" style="text-align: left;" trbidi="on">
<div style="text-align: center;">
<b>[Internship position closed]</b></div>
<div style="text-align: center;">
<br /></div>
<ul style="text-align: left;">
<li><strike>[English] <a href="http://www.laurent-duval.eu/Documents/IFPEN_Stage-Internship-2017-master-data-science-scattering-transform-english.pdf">Signal and image classification with invariant descriptors (scattering transforms)</a></strike></li>
<li><strike>[Français] <a href="http://www.laurent-duval.eu/Documents/IFPEN_Stage-Internship-2017-master-data-science-scattering-transform-french.pdf">Classification de signaux et d’images par descripteurs invariants (scattering transforms)</a></strike></li>
</ul>
<h4 style="text-align: left;">
<strike>
Application and additional details</strike></h4>
<div>
<a href="http://www.laurent-duval.eu/lcd-2017-intern-invariant-descriptor.html"><strike>http://www.laurent-duval.eu/lcd-2017-intern-invariant-descriptor.html</strike></a></div>
<h4 style="text-align: left;">
Description</h4>
<div>
<div>
The field of complex data analysis (data science) is interested in the extraction of suitable indicators used for dimension reduction, data comparison or classification. Initially based on application-dependent, physics-based descriptors or features, novel methods employ more generic and potentially multiscale descriptors, that can be used for machine learning or classification. Examples are to be found in SIFT-like (scale-invariant feature transform) techniques (ORB, SURF), in unsupervised or deep learning. The present internship focuses on the framework of scattering transform (S. Mallat et al.) and the associated classification techniques. It yields signal, image or graph representations with invariance properties relative to data-modifying transformations: translation, rotation, scale… Its performances have been well-studied for classical data (audio signals, image databases, handwritten digit recognition).</div>
<div>
<br /></div>
<div>
This internship aims at dealing with lesser studied data: identification of the closest match to a template image inside a database of underground models, extraction of suitable fingerprints from 1D spectrometric signals from complex chemical compounds for macroscopic chemometric property learning. </div>
<div>
<br /></div>
<div>
The stake in the first case resides in the different scale and nature of template and model images, the latter being sketch- or cartoon-like versions of the templates. In the second case, signals are composed of a superposition of hundreds of (positive) peaks. Their nature differs from standard information processed by scattering transforms. A focus on one of the proposed applications can be considered, depending on success or difficulties met. </div>
</div>
<h4 style="text-align: left;">
References</h4>
<div>
<a href="http://www.di.ens.fr/data/scattering/">ENS Ulm, Scattering transforms</a></div>
</div>
<div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0tag:blogger.com,1999:blog-1245039520249139173.post-61020397537953282122016-12-17T03:26:00.001-08:002016-12-28T06:50:01.753-08:00Kultur Pop 36 : Rebirth<div dir="ltr" style="text-align: left;" trbidi="on">
Le volume 36 (Rebirth) de <a href="https://laurent-duval.blogspot.fr/p/kultur-pop-generiques-france-culture.html">Kultur Pop</a>, compilations de génériques de Radio France, vient de paraître. Au programme :<br />
<table>
<tbody>
<tr>
<th class="title"><span style="font-size: x-small;">Title</span></th>
<th class="title"><span style="font-size: x-small;">Artist</span></th>
<th class="title"><span style="font-size: x-small;">Track</span></th>
</tr>
<tr>
<td class="odd"><span style="font-size: x-small;"><a href="https://www.youtube.com/watch?v=C9JcmC-mtj4">Zapateado Opus 23 (Pablo de Sarasate)</a> [France Culture, Culture matin]</span></td>
<td class="odd"><span style="font-size: x-small;">Itzhak Perlman & Sam Sanders</span></td>
<td class="odd"><span style="font-size: x-small;">01</span></td>
</tr>
<tr>
<td><span style="font-size: x-small;"><a href="https://www.youtube.com/watch?v=MlPh9vWwv4A">Quatre danseries : L' échappée</a> [France Culture, Etat d'alerte (fin)]</span></td>
<td><span style="font-size: x-small;">Jean-Philippe Goude</span></td>
<td><span style="font-size: x-small;">02</span></td>
</tr>
<tr>
<td class="odd"><span style="font-size: x-small;"><a href="https://www.youtube.com/watch?v=Lxz8ux78qa4">Changanya</a> [France Culture, La matinale du samedi]</span></td>
<td class="odd"><span style="font-size: x-small;">Lakuta</span></td>
<td class="odd"><span style="font-size: x-small;">03</span></td>
</tr>
<tr>
<td><span style="font-size: x-small;"><a href="https://www.youtube.com/watch?v=5wiK2_1JWLo">La lune rousse</a> [France Culture, Backstage]</span></td>
<td><span style="font-size: x-small;">Fakear</span></td>
<td><span style="font-size: x-small;">04</span></td>
</tr>
<tr>
<td class="odd"><span style="font-size: x-small;"><a href="https://www.youtube.com/watch?v=CM8aZxRU9KY">Satta</a> [France Culture, Notre époque]</span></td>
<td class="odd"><span style="font-size: x-small;">Boozoo Bajou</span></td>
<td class="odd"><span style="font-size: x-small;">05</span></td>
</tr>
<tr>
<td><span style="font-size: x-small;"><a href="https://www.youtube.com/watch?v=q81si6F7if0">Siegfried</a> [France Culture, Interlude nuits]</span></td>
<td><span style="font-size: x-small;">Erik Truffaz</span></td>
<td><span style="font-size: x-small;">06</span></td>
</tr>
<tr>
<td class="odd"><span style="font-size: x-small;"><a href="https://www.youtube.com/watch?v=Neyezoty4zA">El condor pasa</a> [France Culture, Paso doble, début]</span></td>
<td class="odd"><span style="font-size: x-small;">Paul Desmond</span></td>
<td class="odd"><span style="font-size: x-small;">07</span></td>
</tr>
<tr>
<td><span style="font-size: x-small;">Soleil Rouge [France Culture, Interlude nuits]</span></td>
<td><span style="font-size: x-small;">Jean-Louis Matinier</span></td>
<td><span style="font-size: x-small;">08</span></td>
</tr>
</tbody></table>
<br /></div>
<div class="blogger-post-footer"><hr /> <a href="http://laurent-duval.blogspot.com/">La vertu d'un LA (Laurent Duval)</a></div>Laurent DUVALhttp://www.blogger.com/profile/05343286920474971263noreply@blogger.com0