{"id":6143,"date":"2019-01-15T12:19:08","date_gmt":"2019-01-15T11:19:08","guid":{"rendered":"https:\/\/wp_listic_old.lamp2020.local\/?p=6143"},"modified":"2020-06-10T17:46:41","modified_gmt":"2020-06-10T15:46:41","slug":"seminaire-16-novembre-2018","status":"publish","type":"post","link":"https:\/\/www.univ-smb.fr\/listic\/archive-actualites\/seminaire-16-novembre-2018\/","title":{"rendered":"16 novembre 2018 : s\u00e9minaire de Reda Boukezzoula"},"content":{"rendered":"<p style=\"margin: 0px\"><span style=\"font-family: Times new roman, serif\">Reda a propos\u00e9 de lancer des discussions scientifiques sur ce sujet et nous avons converg\u00e9 vers une premi\u00e8re r\u00e9union ce vendredi 16 novembre apr\u00e8s midi de<span style=\"color: #000000;font-family: arial, helvetica, sans-serif;font-size: 16px;font-style: normal;font-weight: 400;letter-spacing: normal;text-align: start;text-indent: 0px;text-transform: none;background-color: #fdfcfa;float: none\">13h30 \u00e0 15h30 en A221.<\/span><\/span><\/p>\n<div style=\"clear: both\"><\/div>\n<p style=\"margin: 0px\"><span style=\"font-family: Times new roman, serif\">Les personnes int\u00e9ress\u00e9es par ces sujets scientifiques peuvent donc nous rejoindre pour lancer les premi\u00e8res discussions. Ceci est ind\u00e9pendant de l\u2019organisation du laboratoire, priorit\u00e9 \u00e0 la science!<\/span><\/p>\n<p style=\"margin: 0px\"><span style=\"font-family: Times new roman, serif\">Les th\u00e8mes sont potentiellement nombreux, quelques pistes peuvent d\u00e9j\u00e0 \u00eatre cibl\u00e9es sur les incertitudes et le deep learning pour commencer :<\/span><\/p>\n<ul>\n<li>\n<p style=\"margin: 0px;background: transparent\"><span style=\"font-family: Times new roman, serif\">comment introduire des mesures d\u2019incertitudes dans le deep learning ?<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin: 0px;background: transparent\"><span style=\"font-family: Times new roman, serif\">comment expliquer les d\u00e9cisions donn\u00e9es par un mod\u00e8le deep learning ?<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none\">\n<ul>\n<li>\n<p style=\"margin: 0px;background: transparent\"><span style=\"font-family: Times new roman, serif\">Par r\u00e9duction d\u2019un r\u00e9seau de neurone \u00e0 un ensemble de r\u00e8gles ?<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin: 0px;background: transparent\"><span style=\"font-family: Times new roman, serif\">Par inversion de la fonction r\u00e9seau ?<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin: 0px;background: transparent\"><span style=\"font-family: Times new roman, serif\">Peut-on introduire une mesure d\u2019incertitude sur les explications ?<\/span><\/p>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\n<p style=\"margin: 0px;background: transparent\"><span style=\"font-family: Times new roman, serif\">comment associer les m\u00e9thodes de data mining et deep learning ?<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin: 0px;background: transparent\"><span style=\"font-family: Times new roman, serif\">comment introduire des connaissances a priori dans le deep learning et plus g\u00e9n\u00e9ralement comment inverser un mod\u00e8le physique\/industriel\/social, etc. par un r\u00e9seau ? Comment g\u00e9rer l&rsquo;incertitude sur les connaissances dans l&rsquo;apprentissage\/la pr\u00e9diction ?<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin: 0px;background: transparent\"><span style=\"font-family: Times new roman, serif\">lorsque l\u2019on transf\u00e8re un mod\u00e8le d\u2019un domaine \u00e0 l\u2019autre, peut-on quantifier le biais introduit par le domaine initial ?<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin: 0px;background: transparent\"><span style=\"font-family: Times new roman, serif\">et tant d\u2019autres, toute suggestion est bienvenue pour alimenter les discussions.<\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin: 0px\"><span style=\"font-family: Times new roman, serif\">Peu de ces questions ont d\u00e9j\u00e0 trouv\u00e9 r\u00e9ponse, quelques travaux sont d\u00e9j\u00e0 lanc\u00e9s. Reda a r\u00e9colt\u00e9 une belle biblio, une synth\u00e8se peut \u00eatre \u00e9galement faite.<\/span><\/p>\n<p style=\"margin: 0px\">Bref, quelques sujets scientifiques \u00e0 discuter ensemble dans une premi\u00e8re r\u00e9union, d&rsquo;autres suivront, Le Machine Learning et incertitudes peuvent jouer ensemble mais pas seuls ! Les probl\u00e9matiques fusion, data, calcul, transport,\u00a0 mesure de performance etc. sont indispensables !<\/p>\n<p style=\"margin: 0px\">Alex<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Reda a propos\u00e9 de lancer des discussions scientifiques sur ce sujet et nous avons converg\u00e9 vers une premi\u00e8re r\u00e9union ce vendredi 16 novembre apr\u00e8s midi de13h30 \u00e0 15h30 en A221. Les personnes int\u00e9ress\u00e9es par ces [&hellip;]<\/p>\n","protected":false},"author":129,"featured_media":2524,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","_seopress_robots_follow":"","_seopress_robots_imageindex":"","_seopress_robots_snippet":"","_seopress_robots_primary_cat":"none","_seopress_robots_breadcrumbs":"","_seopress_robots_freeze_modified_date":"","_seopress_robots_custom_modified_date":"","_seopress_robots_canonical":"","_seopress_social_fb_title":"","_seopress_social_fb_desc":"","_seopress_social_fb_img":"","_seopress_social_fb_img_attachment_id":0,"_seopress_social_fb_img_width":0,"_seopress_social_fb_img_height":0,"_seopress_social_twitter_title":"","_seopress_social_twitter_desc":"","_seopress_social_twitter_img":"","_seopress_social_twitter_img_attachment_id":0,"_seopress_social_twitter_img_width":0,"_seopress_social_twitter_img_height":0,"_seopress_redirections_value":"","_seopress_redirections_enabled":"","_seopress_redirections_enabled_regex":"","_seopress_redirections_logged_status":"","_seopress_redirections_param":"","_seopress_redirections_type":301,"_seopress_analysis_target_kw":"","_seopress_news_disabled":"","_seopress_video_disabled":"","_seopress_video":[{"url":"","title":"","desc":"","thumbnail":"","duration":"","rating":"","view_count":"","tag":"","cat":""}],"_seopress_pro_schemas_manual":[],"_seopress_pro_rich_snippets_disable_all":"","_seopress_pro_rich_snippets_disable":[],"_seopress_pro_schemas":[],"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[19],"tags":[],"class_list":["post-6143","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-archive-actualites"],"acf":[],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/www.univ-smb.fr\/listic\/wp-content\/uploads\/sites\/66\/2017\/11\/newsseminaire.jpg","_links":{"self":[{"href":"https:\/\/www.univ-smb.fr\/listic\/wp-json\/wp\/v2\/posts\/6143","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.univ-smb.fr\/listic\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.univ-smb.fr\/listic\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.univ-smb.fr\/listic\/wp-json\/wp\/v2\/users\/129"}],"replies":[{"embeddable":true,"href":"https:\/\/www.univ-smb.fr\/listic\/wp-json\/wp\/v2\/comments?post=6143"}],"version-history":[{"count":4,"href":"https:\/\/www.univ-smb.fr\/listic\/wp-json\/wp\/v2\/posts\/6143\/revisions"}],"predecessor-version":[{"id":10708,"href":"https:\/\/www.univ-smb.fr\/listic\/wp-json\/wp\/v2\/posts\/6143\/revisions\/10708"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.univ-smb.fr\/listic\/wp-json\/wp\/v2\/media\/2524"}],"wp:attachment":[{"href":"https:\/\/www.univ-smb.fr\/listic\/wp-json\/wp\/v2\/media?parent=6143"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.univ-smb.fr\/listic\/wp-json\/wp\/v2\/categories?post=6143"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.univ-smb.fr\/listic\/wp-json\/wp\/v2\/tags?post=6143"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}