{"id":48,"date":"2024-12-16T14:18:22","date_gmt":"2024-12-16T13:18:22","guid":{"rendered":"https:\/\/hub.imt-atlantique.fr\/gmlas\/?page_id=48"},"modified":"2026-01-20T12:02:29","modified_gmt":"2026-01-20T11:02:29","slug":"gmlas","status":"publish","type":"page","link":"https:\/\/hub.imt-atlantique.fr\/gmlas\/","title":{"rendered":"GMLaS Project"},"content":{"rendered":"\n<h2 class=\"wp-block-heading has-text-align-center\">Discrete Graphical Model Learning and Solving using Data Mining and Deep Learning<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"85\" src=\"https:\/\/hub.imt-atlantique.fr\/gmlas\/wp-content\/uploads\/2026\/01\/arn.png\" alt=\"\" class=\"wp-image-251\"\/><\/figure>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<p class=\"has-text-align-left\" style=\"text-transform:none\">Funded by the ANR (French National Research Agency, PRC project &#8211; 2025\/2029 &#8211; 549KEur), the <strong>GMLaS<\/strong> project aims to integrate <strong>machine learning and data mining (ML\/DM) tools<\/strong> into the <strong>cost-function paradigm<\/strong>, leading to a <strong>data-driven hybrid solving framework<\/strong> capable of tackling <strong>larger and more complex real-world problems<\/strong>. One representative application targeted by the project is <strong>computational protein design<\/strong>.<\/p>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Discrete Graphical Model Learning and Solving using Data Mining and Deep Learning Funded by the ANR (French National Research Agency, PRC project &#8211; 2025\/2029 &#8211; 549KEur), the GMLaS project aims to integrate machine learning and data mining (ML\/DM) tools into the cost-function paradigm, leading to a data-driven hybrid solving framework capable of tackling larger and &hellip; <a href=\"https:\/\/hub.imt-atlantique.fr\/gmlas\/\" class=\"more-link\">Continuer la lecture de <span class=\"screen-reader-text\">GMLaS Project<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-48","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/hub.imt-atlantique.fr\/gmlas\/index.php?rest_route=\/wp\/v2\/pages\/48","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hub.imt-atlantique.fr\/gmlas\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/hub.imt-atlantique.fr\/gmlas\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/hub.imt-atlantique.fr\/gmlas\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/hub.imt-atlantique.fr\/gmlas\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=48"}],"version-history":[{"count":10,"href":"https:\/\/hub.imt-atlantique.fr\/gmlas\/index.php?rest_route=\/wp\/v2\/pages\/48\/revisions"}],"predecessor-version":[{"id":255,"href":"https:\/\/hub.imt-atlantique.fr\/gmlas\/index.php?rest_route=\/wp\/v2\/pages\/48\/revisions\/255"}],"wp:attachment":[{"href":"https:\/\/hub.imt-atlantique.fr\/gmlas\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=48"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}