{"id":187,"date":"2026-09-23T11:22:39","date_gmt":"2026-09-23T09:22:39","guid":{"rendered":"https:\/\/pageperso.lis-lab.fr\/valentin.emiya\/wp\/?page_id=187"},"modified":"2026-09-24T06:33:27","modified_gmt":"2026-09-24T04:33:27","slug":"supervision","status":"publish","type":"page","link":"https:\/\/pageperso.lis-lab.fr\/valentin.emiya\/wp\/?page_id=187","title":{"rendered":"Supervision"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Postdocs<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/constancedws.github.io\/\" target=\"_blank\" rel=\"noopener\">Constance Douwes<\/a> (2025, LIS\/INT), \u00e9valuation des impacts environnementaux des r\u00e9seaux de neurones. Now Assistant Professor at Ecole Centrale M\u00e9diterran\u00e9e.<\/li>\n\n\n\n<li><a href=\"http:\/\/etiennethoret.free.fr\/\" target=\"_blank\" rel=\"noopener\">Etienne Thoret<\/a> (2019\u20132022, LIS\/PRISM\/ILCB), d\u00e9veloppement de m\u00e9thodes d&rsquo;interpr\u00e9tabilit\u00e9 pour la comparaison de r\u00e9seaux de neurones artificiels et l&rsquo;audition humaine. Now CNRS researcher at Institut de Neurosciences de la Timone.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/ichrak-toumi\/\" target=\"_blank\" rel=\"noopener\">Ichrak Toumi<\/a> (2017\u20132018, LIS), reconstruction de donn\u00e9es audio manquantes par m\u00e9thodes parcimonieuses. Now Product Owner at Sogeti.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/ronan-h-7a5861293\/\" target=\"_blank\" rel=\"noopener\">Ronan Hamon<\/a> (2015\u20132017, LIS) : reconstruction de donn\u00e9es audio manquantes. Now Senior AI Scientist at European Data Protection Supervisor, European Union.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">PhD Candidates<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.linkedin.com\/in\/theo-guyonneau-438306256\/\" target=\"_blank\" rel=\"noopener\">Th\u00e9o Guyonneau<\/a> (2026\u2013, CIFRE Egis Group\/LMA\/LIS), D\u00e9veloppement d&rsquo;un cadre m\u00e9thodologique assist\u00e9 par l&rsquo;IA pour la r\u00e9silience sismique des structures nucl\u00e9aires.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/mimoun-mohamed-bb57aa150\/\" target=\"_blank\" rel=\"noopener\">Mimoun Mohamed<\/a> (2021\u20132025, LIS\/I2M\/Euranova), <a href=\"https:\/\/theses.fr\/s373185\" target=\"_blank\" rel=\"noopener\">Exploratory algorithms for frugality by sparsity<\/a>. Now postdoc at INRAE.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/raphael-sturgis-ph-d-895422134\/\" target=\"_blank\" rel=\"noopener\">Raphael Sturgis<\/a> (2019\u20132023, LIS\/Searoutes), <a href=\"https:\/\/theses.fr\/2023AIXM0606\" target=\"_blank\" rel=\"noopener\">Towards vessel behavior learning : taking into account geographical biases<\/a>. Now senior consultant in data science at Astrakhan.<\/li>\n\n\n\n<li><a href=\"https:\/\/kreme.perso.math.cnrs.fr\/\" target=\"_blank\" rel=\"noopener\">Marina Kr\u00e9m\u00e9<\/a> (2017\u20132021, LIS\/I2M\/ANSYS), <a href=\"https:\/\/theses.fr\/2021AIXM0340\" target=\"_blank\" rel=\"noopener\">Local modification and global consistency in the time-frequency plane<\/a>. Now Assistant Professor at Mines Saint Etienne.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/antoine-bonnefoy-656b5953\/\" target=\"_blank\" rel=\"noopener\">Antoine Bonnefoy<\/a> (2012\u20132016, LIS), <a href=\"https:\/\/theses.fr\/2016AIXM4011\" target=\"_blank\" rel=\"noopener\">Dynamic screening : accelerating convex optimization algorithms for sparse regressions<\/a>. Best student paper Eusipco 2014. Now Data Scientist at Eura Nova.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Engineers<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.linkedin.com\/in\/thibault-schneeberger-67168a405\/\" target=\"_blank\" rel=\"noopener\">Thibault Schneeberger<\/a> (2025), \u00e9laboration d&rsquo;une plateforme de l&rsquo;\u00e9valuation pr\u00e9dictive automatique des impacts environnementaux des r\u00e9seaux de neurones \u00e0 partir d&rsquo;articles scientifiques.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Research interns<\/h2>\n\n\n\n<ul start=\"1\" class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.linkedin.com\/in\/sami-ablaoui\/\" target=\"_blank\" rel=\"noopener\">Sami Ablaoui<\/a> (AMU M2 informatique, 6 months, 2026) : pr\u00e9diction de la consommation \u00e9nerg\u00e9tique des mod\u00e8les d&rsquo;apprentissage profond sans ex\u00e9cution.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/titouan-morel-02a2b4373\/\" target=\"_blank\" rel=\"noopener\">Titouan Morel<\/a> (AMU L1 MPCI, 1 month, 2026) : comparaison \u00e9nerg\u00e9tique des \u00e9l\u00e9ments finis et des op\u00e9rateurs neuronaux pour la r\u00e9solution num\u00e9rique d&rsquo;\u00e9quations diff\u00e9rentielles.<\/li>\n\n\n\n<li>Maxence Canivet (AMU L1 MPCI, 1 month, 2026) : multidimensional scaling pour la localisation de dispositifs Bluetooth.<\/li>\n\n\n\n<li>Lo\u00efs Rodier (AMU L2 MPCI, 1 month, 2026) : automatisation du processus de v\u00e9rification de la compl\u00e9tude d&rsquo;un puzzle.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/thibault-schneeberger-67168a405\/\" target=\"_blank\" rel=\"noopener\">Thibault Schneeberger<\/a> (AMU M2 informatique, 5 months, 2025, LIS\/ICR) : approches computationnellement efficaces pour les PINNs et les FNO.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/tariq-ouhsine-8a48b125b\/\" target=\"_blank\" rel=\"noopener\">Tariq Ouhsine<\/a> (AMU M2 Traitement du Signal et des Images, 5 months, 2025, LIS\/ICR) : Physics-informed machine learning for hyperpolarized solid-state nuclear magnetic resonance \u2014 a 2-phase model.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/th%C3%A9o-trossevin-411328255\/\" target=\"_blank\" rel=\"noopener\">Th\u00e9o Trossevin<\/a> (AMU L2 MPCI, 1,5 months, 2024, LIS\/LMA\/I2M) : multilevel physics-informed neural networks.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/matisbrossa\/\" target=\"_blank\" rel=\"noopener\">Matis Brossa<\/a> et <a href=\"https:\/\/www.linkedin.com\/in\/alban-bourcier-9374b33ab\/\" target=\"_blank\" rel=\"noopener\">Alban Bourcier<\/a> (AMU L2 MPCI, 1,5 months, 2024, LIS\/ICR) : Physics-informed machine learning for hyperpolarized solid-state nuclear magnetic resonance \u2014 a 1-phase model.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/lena-pohierplantel\/\" target=\"_blank\" rel=\"noopener\">L\u00e9na Pohier Plantel<\/a> (AMU L3 MPCI, 2 months, 2023) : r\u00e9gression parcimonieuse avec solutions multiples.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/gregory-seljak-00a257245\/\" target=\"_blank\" rel=\"noopener\">Gregory De Sallaberry Seljak<\/a> (AMU M1 Maths et Applications, 2 months, 2022) : \u00e9tude du ph\u00e9nom\u00e8ne de double descente en apprentissage dans le cadre de projections al\u00e9atoires sur processeur optique.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/mboulaouz\/\" target=\"_blank\" rel=\"noopener\">Moujahid Bou-Laouz<\/a> (AMU M2 Maths Applis Stats, 6 months, 2021, LIS\/I2M) : nouveaux mod\u00e8les pour l&rsquo;apprentissage de transform\u00e9es rapides.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/ilian-ben-amar\/\" target=\"_blank\" rel=\"noopener\">Ilian Ben Amar<\/a> (AMU L2 MPCI, 2 months, 2021) : travaux de recherche sur l&rsquo;inpainting audio de grandes portions par programmation dynamique.<\/li>\n\n\n\n<li><a href=\"https:\/\/scholar.google.com\/citations?user=eBCZ8lcAAAAJ\" target=\"_blank\" rel=\"noopener\">Jovial Cheukam<\/a> (AMU M2 Maths Applis Stats, 6 months, 2020, LIS\/I2M) : apprentissage de transform\u00e9es rapides par d\u00e9composition en produit de facteurs 2-uniformes.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/raphael-sturgis-ph-d-895422134\/\" target=\"_blank\" rel=\"noopener\">Raphael Sturgis<\/a> (AMU M2 informatique, 6 months, 2019, LIS\/Searoutes) : Learning a routable graph from AIS data.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/farah-cherfaoui-245986153\/\" target=\"_blank\" rel=\"noopener\">Farah Cherfaoui<\/a> (AMU M2 informatique, 6 months, 2018, LIS\/I2M) : Exact recovery condition for the Frank-Wolfe algorithm.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/mathias-aloui\/\" target=\"_blank\" rel=\"noopener\">Mathias Aloui<\/a> (AMU L1 Informatique), <a href=\"https:\/\/www.linkedin.com\/in\/kilian-mac-donald-27371b139\/\" target=\"_blank\" rel=\"noopener\">Kilian Mac Donald<\/a> (AMU L2 MPCI) and Ibrahim Souleiman Mahamoud (AMU M1 Informatique), 2 months, 2018 : Artificial intelligence for playing Shifumi.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/baptiste-pugnaire\/\" target=\"_blank\" rel=\"noopener\">Baptiste Pugnaire<\/a> (\u00c9cole Centrale Marseille, 2-year alternance, 2016-2018). Reconstruction de donn\u00e9es audio manquantes.<\/li>\n\n\n\n<li><a href=\"https:\/\/kreme.perso.math.cnrs.fr\/\" target=\"_blank\" rel=\"noopener\">Marina Kr\u00e9m\u00e9<\/a> (AMU M2 Maths Applis, 6 months, 2017) : inpainting de phase dans le plan temps-fr\u00e9quence.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/farah-cherfaoui-245986153\/\" target=\"_blank\" rel=\"noopener\">Farah Cherfaoui<\/a> (AMU M1 informatique, 2 months, 2017) : inpainting de spectrogrammes par apprentissage profond.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/farah-cherfaoui-245986153\/\" target=\"_blank\" rel=\"noopener\">Farah Cherfaoui<\/a> (AMU L2 informatique, 2 months, 2015) : apprentissage de m\u00e9trique appliqu\u00e9 \u00e0 des donn\u00e9es gestuelles.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/dinhngtu\/\" target=\"_blank\" rel=\"noopener\">Dinh Ngoc Tu<\/a> (Bachelor\/L3 \u00e0 l&rsquo;Universit\u00e9 des Sciences et Techniques de Hano\u00ef, 5 months, 2015) : inpainting de spectrogrammes par factorisation en matrices non-n\u00e9gatives.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/lucas-rencker\/\" target=\"_blank\" rel=\"noopener\">Lucas Rencker<\/a> (M2\/\u00c9cole Centrale Marseille, 1 month, 2014-2015) : synth\u00e8se audio \u00e0 partir de descripteurs. <\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/adrien-kvaternik-02901089\/\" target=\"_blank\" rel=\"noopener\">Adrien Kvaternik<\/a> (AMU M1 informatique, 3 months, 2013) : extraction automatique de structures musicales par clustering spectral.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Other interns<\/h2>\n\n\n\n<ul start=\"1\" class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.linkedin.com\/in\/victoria-ducros-311875297\/\" target=\"_blank\" rel=\"noopener\">Victoria Ducros<\/a> (AMU L2 MPCI, 1 month, 2025, LIS\/LESA) : \u00e9valuation des impacts environnementaux du projet art-science Karaok\u00e9 Fourrure.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/tinhinane-hamoum-b361bb351\/\" target=\"_blank\" rel=\"noopener\">Tinhinane Hamoum<\/a> (AMU L1 portail Descartes, 2 months, 2025, LIS\/LESA) : alignement texte\/son pour le projet art-science Karaok\u00e9 Animal.<\/li>\n\n\n\n<li>Ana\u00ebl Ruiz (AMU L1 MPCI, 2 months, 2025, LIS\/LMA\/LESA) : interface de visualisation pour le projet art-science Karaok\u00e9 Animal.<\/li>\n\n\n\n<li>Noah Sirvent (Lyc\u00e9e Amp\u00e8re, Marseille, 2 weeks, 2025) : stage de seconde, mise \u00e0 jour du site de l&rsquo;\u00e9quipe Qarma \u00e0 partir d&rsquo;entretiens avec les membres de l&rsquo;\u00e9quipe.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/arthur-boulin\/\" target=\"_blank\" rel=\"noopener\">Arthur Boulin<\/a> et Matthieu Verrecchia (AMU L1 MPCI, 1 month, 2024) : d\u00e9veloppement logiciel sur le projet Shifumi-IA.<\/li>\n\n\n\n<li>L\u00e9ah Tapin (AMU L3 MPCI, 1 month, 2019) : convolution sur graphe pour l&rsquo;apprentissage automatique.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/guillaume-augustoni-2b7257153\/\" target=\"_blank\" rel=\"noopener\">Guillaume Augustoni<\/a> (AMU L2 MPCI, 1 month, 2018) : Monte Carlo Tree Search for the 2048 game.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/m%C3%A9lanie-bratulic-270466432\/\" target=\"_blank\" rel=\"noopener\">M\u00e9lanie Bratulic<\/a> (AMU L1 MPCI, 2 months, 2017) : cr\u00e9ation d&rsquo;une interface graphique pour l&rsquo;inpainting temps-fr\u00e9quence.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/pierre-vincent-a2087a12b\/\" target=\"_blank\" rel=\"noopener\">Pierre Vincent<\/a> (AMU L2 informatique, 2 monthsois, 2016) : compl\u00e9tion de matrices.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/farah-cherfaoui-245986153\/\" target=\"_blank\" rel=\"noopener\">Farah Cherfaoui<\/a> (AMU L1 informatique, 2 months, 2014,) : conception d&rsquo;un projet p\u00e9dagogique autour de la programmation d&rsquo;un jeu.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.linkedin.com\/in\/claire-b%C3%A9hue-7a587889\/\" target=\"_blank\" rel=\"noopener\">Claire B\u00e9hue<\/a> (AMU L2 informatique, 3 months, 2014) : algorithmes du perceptron et AdaBoost avec conception d&rsquo;une interface graphique illustrant leur fonctionnement.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Postdocs PhD Candidates Engineers Research interns Other interns<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-187","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/pageperso.lis-lab.fr\/valentin.emiya\/wp\/index.php?rest_route=\/wp\/v2\/pages\/187","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pageperso.lis-lab.fr\/valentin.emiya\/wp\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pageperso.lis-lab.fr\/valentin.emiya\/wp\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pageperso.lis-lab.fr\/valentin.emiya\/wp\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pageperso.lis-lab.fr\/valentin.emiya\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=187"}],"version-history":[{"count":8,"href":"https:\/\/pageperso.lis-lab.fr\/valentin.emiya\/wp\/index.php?rest_route=\/wp\/v2\/pages\/187\/revisions"}],"predecessor-version":[{"id":213,"href":"https:\/\/pageperso.lis-lab.fr\/valentin.emiya\/wp\/index.php?rest_route=\/wp\/v2\/pages\/187\/revisions\/213"}],"wp:attachment":[{"href":"https:\/\/pageperso.lis-lab.fr\/valentin.emiya\/wp\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=187"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}