{"id":4623,"date":"2022-06-27T14:15:08","date_gmt":"2022-06-27T12:15:08","guid":{"rendered":"https:\/\/pages.isir.upmc.fr\/gallinari\/?page_id=4623"},"modified":"2026-01-25T22:30:53","modified_gmt":"2026-01-25T21:30:53","slug":"teaching","status":"publish","type":"page","link":"https:\/\/pages.isir.upmc.fr\/gallinari\/teaching\/","title":{"rendered":"Teaching"},"content":{"rendered":"\n<h4 class=\"wp-block-heading\">Master MIND &#8211; Deep Learning (DEEPL)<\/h4>\n\n\n\n<p>Master course &#8211; This is an <em>introductory <\/em>course on neural networks\/ deep-learning<\/p>\n\n\n\n<p><strong>Slides<\/strong> (2025-2026): <a href=\"https:\/\/pages.isir.upmc.fr\/gallinari\/wp-content\/uploads\/sites\/14\/2025\/10\/2025-2026-DEEPL-Deep-Learning-Gallinari-part1.pdf\"><strong>DEEPL-part1<\/strong><\/a>, <a href=\"https:\/\/pages.isir.upmc.fr\/gallinari\/wp-content\/uploads\/sites\/14\/2026\/01\/2025-2026-DEEPL-Deep-Learning-Gallinari-Part2-1.pdf\"><strong>DEEPL-part2<\/strong><\/a><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Master MIND &#8211; Advanced Deep Learning (ADL)<\/h4>\n\n\n\n<p>Master course &#8211; This course develops two topics : <strong>generative models<\/strong> (Variational Auto-encoders (VAEs), Diffusion models, Flow Matching) and <strong>AI4Science<\/strong> with an emphasis on the modeling of dynamic systems in physics.<\/p>\n\n\n\n<p><strong>Slides<\/strong> (2025-2026): <a href=\"https:\/\/pages.isir.upmc.fr\/gallinari\/wp-content\/uploads\/sites\/14\/2026\/01\/2025-2026-Advanced-Deep-Learning-Generative-Models-Gallinari-1.pdf\"><strong>ADL-generative models<\/strong><\/a>, <a href=\"https:\/\/pages.isir.upmc.fr\/gallinari\/wp-content\/uploads\/sites\/14\/2026\/01\/2025-2026-ALD-AI4Science-Gallinari-1.pdf\"><strong>ADL-Scientific AI<\/strong><\/a><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Master probabilit\u00e9s finance<\/h4>\n\n\n\n<p><strong>Slides<\/strong> (2025-2026):<strong> <a href=\"https:\/\/pages.isir.upmc.fr\/gallinari\/wp-content\/uploads\/sites\/14\/2025\/11\/2025-2026-Deep-Learning-Gallinari-MasterProbaFinance.pdf\">Deep Learning<\/a><\/strong><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Master MIND &#8211; Deep Learning (DEEPL) Master course &#8211; This is an introductory course on neural networks\/ deep-learning Slides (2025-2026): DEEPL-part1, DEEPL-part2 Master MIND &#8211; Advanced Deep Learning (ADL) Master course &#8211; This course develops two topics : generative models (Variational Auto-encoders (VAEs), Diffusion models, Flow Matching) and AI4Science with an emphasis on the modeling [&hellip;]<\/p>\n","protected":false},"author":261,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-4623","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/pages.isir.upmc.fr\/gallinari\/wp-json\/wp\/v2\/pages\/4623","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pages.isir.upmc.fr\/gallinari\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pages.isir.upmc.fr\/gallinari\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pages.isir.upmc.fr\/gallinari\/wp-json\/wp\/v2\/users\/261"}],"replies":[{"embeddable":true,"href":"https:\/\/pages.isir.upmc.fr\/gallinari\/wp-json\/wp\/v2\/comments?post=4623"}],"version-history":[{"count":44,"href":"https:\/\/pages.isir.upmc.fr\/gallinari\/wp-json\/wp\/v2\/pages\/4623\/revisions"}],"predecessor-version":[{"id":5052,"href":"https:\/\/pages.isir.upmc.fr\/gallinari\/wp-json\/wp\/v2\/pages\/4623\/revisions\/5052"}],"wp:attachment":[{"href":"https:\/\/pages.isir.upmc.fr\/gallinari\/wp-json\/wp\/v2\/media?parent=4623"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}