{"id":253,"date":"2021-04-14T14:14:25","date_gmt":"2021-04-14T14:14:25","guid":{"rendered":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/?page_id=253"},"modified":"2021-04-16T12:10:12","modified_gmt":"2021-04-16T12:10:12","slug":"taudos","status":"publish","type":"page","link":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/?page_id=253","title":{"rendered":"TAUDoS"},"content":{"rendered":"\n<h2>Theory and Algorithms for the Understanding of Deep learning On Sequential Data<\/h2>\n\n\n\n<p>TAUDoS is a 4 years project (2021-2024) funded by the\u00a0<a href=\"https:\/\/anr.fr\/\">Agence Nationale de la Recherche<\/a>\u00a0(French NSF) via the\u00a0<a href=\"https:\/\/anr.fr\/fr\/lanr-et-la-recherche\/instruments-de-financement\/\">PRCE<\/a>\u00a0program.<\/p>\n\n\n\n<p>Its consortium regroups researchers of 5 differents labs:<\/p>\n\n\n\n<ul><li>The&nbsp;<a href=\"https:\/\/laboratoirehubertcurien.univ-st-etienne.fr\/\">Hubert Curien Laboratory<\/a>&nbsp;of the&nbsp;<a href=\"https:\/\/www.univ-st-etienne.fr\/fr\/index.html\">Jean Monnet University<\/a><\/li><li>The&nbsp;<a href=\"https:\/\/lis-lab.fr\/\">Laboratoire d&rsquo;Informatique et Syst\u00e8mes<\/a>&nbsp;of the&nbsp;<a href=\"https:\/\/www.univ-amu.fr\/\">Aix-Marseille University<\/a><\/li><li>The R&amp;D center of the&nbsp;<a href=\"http:\/\/www.marseille-innov.org\/project\/eura-nova-recherche-developpement-consultance-it\/\">EURA NOVA<\/a>&nbsp;firm<\/li><li>The&nbsp;<a href=\"https:\/\/diro.umontreal.ca\/\">D\u00e9partement d&rsquo;Informatique et de Recherche Op\u00e9rationnelle<\/a>&nbsp;of the&nbsp;<a href=\"https:\/\/www.umontreal.ca\/\">Universit\u00e9 de Montr\u00e9al<\/a><\/li><li>The&nbsp;<a href=\"https:\/\/www.ls2n.fr\/\">Laboratoire des Sciences du Num\u00e9rique de Nantes<\/a>&nbsp;of the&nbsp;<a href=\"http:\/\/www.univ-nantes.fr\/\">Nantes University<\/a><\/li><\/ul>\n\n\n\n<p>The ambition of our project is to provide a better understanding of the mechanisms that allow the amazing recent achievements of Machine Learning, and in particular of Deep Learning. This will be achieved by providing elements that allow a better scientific comprehension of the models, strengthening our experimental results by theoretical guarantees, incorporating components dedicated to interpretability within the models, and allowing trustful quantitative comparison between learned models.<\/p>\n\n\n\n<p>If this sounds interesting to you, please check the <a href=\"https:\/\/perso.univ-st-etienne.fr\/er101405\/TAUDoS\/\">dedicated website<\/a>!<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Theory and Algorithms for the Understanding of Deep learning On Sequential Data TAUDoS is a 4 years project (2021-2024) funded by the\u00a0Agence Nationale de la Recherche\u00a0(French NSF) via the\u00a0PRCE\u00a0program. Its consortium regroups researchers of 5 differents labs: The&nbsp;Hubert Curien Laboratory&nbsp;of the&nbsp;Jean Monnet University The&nbsp;Laboratoire d&rsquo;Informatique et Syst\u00e8mes&nbsp;of the&nbsp;Aix-Marseille University The R&amp;D center of the&nbsp;EURA NOVA&nbsp;firm &hellip; <a href=\"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/?page_id=253\" class=\"more-link\">Continuer la lecture<span class=\"screen-reader-text\"> de &laquo;&nbsp;TAUDoS&nbsp;&raquo;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/pages\/253"}],"collection":[{"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=253"}],"version-history":[{"count":6,"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/pages\/253\/revisions"}],"predecessor-version":[{"id":297,"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=\/wp\/v2\/pages\/253\/revisions\/297"}],"wp:attachment":[{"href":"https:\/\/pageperso.lis-lab.fr\/~remi.eyraud\/WP\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=253"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}