{"id":6485,"date":"2025-10-07T07:35:38","date_gmt":"2025-10-07T07:35:38","guid":{"rendered":"https:\/\/detralytics.com\/?p=6485"},"modified":"2026-08-21T13:30:30","modified_gmt":"2026-08-21T13:30:30","slug":"7-novembre-2025%ef%bd%9clunch-learn-equite-et-reseaux-de-neurones","status":"publish","type":"post","link":"https:\/\/detralytics.com\/fr\/training\/7-novembre-2025%ef%bd%9clunch-learn-equite-et-reseaux-de-neurones\/","title":{"rendered":"7 novembre 2025\uff5cLunch &amp; Learn :  \u00c9quit\u00e9 et r\u00e9seaux neurones"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"6485\" class=\"elementor elementor-6485\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-82c0ee2 e-flex e-con-boxed e-con e-parent\" data-id=\"82c0ee2\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-52db2a6 elementor-widget elementor-widget-spacer\" data-id=\"52db2a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-87f3931 e-flex e-con-boxed e-con e-parent\" data-id=\"87f3931\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-678e6db e-con-full e-flex e-con e-child\" data-id=\"678e6db\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-0f29719 e-con-full e-flex e-con e-child\" data-id=\"0f29719\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5de7e2a elementor-widget elementor-widget-text-editor\" data-id=\"5de7e2a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>Date: <\/b>7 novembre 2025 de 12:30 \u00e0 13:30<\/p><p><b>Lieu: <\/b>En ligne<\/p><p><b>Orateur:<\/b> Donatien Hainaut, PhD<\/p><p><b>Langue:<\/b> Fran\u00e7ais<\/p><p><b>Accr\u00e9ditation:<\/b>\u00a01 CPD<\/p><p><b>Prix:<\/b> Gratuit<\/p><p><b>Contact: <\/b><a style=\"color: white;\" href=\"mailto:learning@detralytics.eu\">learning@detralytics.eu<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f67e62f e-con-full e-flex e-con e-child\" data-id=\"f67e62f\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-49db5ee elementor-align-center elementor-widget elementor-widget-button\" data-id=\"49db5ee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#inscription\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-down\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M413.1 222.5l22.2 22.2c9.4 9.4 9.4 24.6 0 33.9L241 473c-9.4 9.4-24.6 9.4-33.9 0L12.7 278.6c-9.4-9.4-9.4-24.6 0-33.9l22.2-22.2c9.5-9.5 25-9.3 34.3.4L184 343.4V56c0-13.3 10.7-24 24-24h32c13.3 0 24 10.7 24 24v287.4l114.8-120.5c9.3-9.8 24.8-10 34.3-.4z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Inscription<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2e62cc6 e-con-full e-flex e-con e-child\" data-id=\"2e62cc6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7295ce8 elementor-widget-mobile__width-initial elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"7295ce8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"600\" src=\"https:\/\/detralytics.com\/wp-content\/uploads\/2025\/10\/21.jpg\" class=\"attachment-large size-large wp-image-6488\" alt=\"Lunch &amp; Learn : Equit\u00e9 et r\u00e9seaux neurones\" srcset=\"https:\/\/detralytics.com\/wp-content\/uploads\/2025\/10\/21.jpg 800w, https:\/\/detralytics.com\/wp-content\/uploads\/2025\/10\/21-768x576.jpg 768w, https:\/\/detralytics.com\/wp-content\/uploads\/2025\/10\/21-16x12.jpg 16w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7a1ef15 e-flex e-con-boxed e-con e-parent\" data-id=\"7a1ef15\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d33173d elementor-widget elementor-widget-spacer\" data-id=\"d33173d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d6aaecf elementor-widget elementor-widget-heading\" data-id=\"d6aaecf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\ud83c\udf7d\ufe0f Participez \u00e0 notre Lunch &amp; Learn, une pr\u00e9sentation gratuite de nos r\u00e9cents travaux par nos conseillers scientifiques, durant votre pause d\u00e9jeuner.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f76e2de elementor-widget elementor-widget-spacer\" data-id=\"f76e2de\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c47bafc elementor-widget elementor-widget-heading\" data-id=\"c47bafc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u00c9quit\u00e9 et r\u00e9seaux neurones\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b578c50 elementor-widget elementor-widget-heading\" data-id=\"b578c50\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Int\u00e9gration des contraintes d'\u00e9quit\u00e9 sociale et actuarielle dans les r\u00e9seaux neurones tarifaires. <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f43ba6d elementor-widget elementor-widget-text-editor\" data-id=\"f43ba6d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"page\" title=\"Page 3\"><div class=\"layoutArea\"><div class=\"column\"><div><p><b>Points cl\u00e9s abord\u00e9s :<\/b><\/p><\/div><ul><li>Les limites des mod\u00e8les classiques (GLM) et des r\u00e9seaux de neurones non contraints en mati\u00e8re d\u2019\u00e9quit\u00e9.<\/li><li>La distinction entre <b>\u00e9quit\u00e9 actuarielle<\/b>\u00a0(\u00e9quilibre technique) et <b>\u00e9quit\u00e9 sociale<\/b>\u00a0(absence de discrimination).<\/li><li>Un nouvel algorithme d\u2019<b>in-processing<\/b>\u00a0combinant r\u00e9seau principal et r\u00e9seau auxiliaire.<\/li><li>R\u00e9sultats empiriques sur deux bases de donn\u00e9es r\u00e9elles (churn bancaire, sinistres moto).<\/li><li>Les implications pratiques pour la tarification, la conformit\u00e9 et l\u2019\u00e9thique actuarielle.<\/li><\/ul><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35d7b08 elementor-widget elementor-widget-text-editor\" data-id=\"35d7b08\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"page\" title=\"Page 3\"><p>L\u2019essor de l\u2019intelligence artificielle ouvre des perspectives in\u00e9dites pour l\u2019actuariat, mais soul\u00e8ve aussi des questions sensibles : C<em>omment garantir que les mod\u00e8les de tarification restent \u00e0 la fois pr\u00e9cis, \u00e9quitables et conformes aux exigences r\u00e9glementaires ?<\/em><\/p><div class=\"layoutArea\"><div class=\"column\"><p>Dans ce Lunch &amp; Learn, nous pr\u00e9senterons une m\u00e9thode innovante qui int\u00e8gre directement des contraintes d\u2019<b>\u00e9quit\u00e9 actuarielle<\/b> et d&#8217;<b>\u00e9quit\u00e9 sociale<\/b>\u00a0dans l\u2019entra\u00eenement des r\u00e9seaux de neurones. L\u2019approche repose sur un double m\u00e9canisme : d\u2019une part, pr\u00e9server l\u2019\u00e9quilibre technique entre primes et sinistres, et d\u2019autre part, neutraliser l\u2019impact de variables sensibles comme le genre ou l\u2019\u00e2ge.<\/p><p>Cette combinaison permet de tirer parti de la puissance pr\u00e9dictive des mod\u00e8les de deep learning tout en assurant transparence et non-discrimination. Des illustrations concr\u00e8tes sur des donn\u00e9es bancaires et d\u2019assurance d\u00e9montrent la faisabilit\u00e9 et l\u2019efficacit\u00e9 de cette d\u00e9marche.<\/p><p><b>L\u2019objectif : <\/b>construire des mod\u00e8les plus responsables, mieux accept\u00e9s par les assureurs, les clients et les r\u00e9gulateurs.<\/p><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3aacb00 e-flex e-con-boxed e-con e-parent\" data-id=\"3aacb00\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8826c57 elementor-widget elementor-widget-spacer\" data-id=\"8826c57\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f9f77bf elementor-widget elementor-widget-menu-anchor\" data-id=\"f9f77bf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"inscription\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-deaf52d elementor-widget elementor-widget-heading\" data-id=\"deaf52d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Inscription Gratuite<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-58dff6d elementor-widget elementor-widget-text-editor\" data-id=\"58dff6d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<iframe width=\"100%\" height=\"480\" frameborder=\"0\" src=\"https:\/\/app.livestorm.co\/p\/ffb3bd62-97ae-40ea-bb26-f789fd740fe7\/form\" title=\"Lunch &#038; Learn | \u00c9quit\u00e9 et r\u00e9seaux neurones | Detralytics\"><\/iframe>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d6f63e1 e-flex e-con-boxed e-con e-parent\" data-id=\"d6f63e1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2765310 elementor-widget elementor-widget-spacer\" data-id=\"2765310\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c457186 elementor-widget elementor-widget-heading\" data-id=\"c457186\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u00c0 propos des orateurs<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa01dc3 elementor-widget elementor-widget-heading\" data-id=\"fa01dc3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">donatien Hainaut, PhD<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78ec588 elementor-widget elementor-widget-text-editor\" data-id=\"78ec588\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"has-text-color has-link-color wp-elements-ae5c48d82f22f2e0c01ebb851eee595b\">Donatien Hainaut est Conseiller Scientifique chez Detralytics et Professeur \u00e0 l\u2019UCLouvain (Belgique), o\u00f9 il dirige le Master en Data Science \u00e0 orientation statistique. Auparavant, il a occup\u00e9 plusieurs postes acad\u00e9miques, notamment en tant que Professeur Associ\u00e9 \u00e0 la Rennes School of Business et \u00e0 l\u2019ENSAE \u00e0 Paris. Il poss\u00e8de \u00e9galement une solide exp\u00e9rience en entreprise, ayant travaill\u00e9 comme Risk Officer, Quantitative Analyst et ALM Officer.<\/p><p class=\"has-text-color has-link-color wp-elements-319687f5e483df5041193c0b748e25dd\">Actuaire qualifi\u00e9 et titulaire d\u2019un doctorat en Asset and Liability Management, ses recherches actuelles portent sur les m\u00e9canismes de contagion dans les processus stochastiques ainsi que sur les applications des r\u00e9seaux de neurones en assurance.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-65a3b55 e-flex e-con-boxed e-con e-parent\" data-id=\"65a3b55\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-437e93d elementor-widget elementor-widget-spacer\" data-id=\"437e93d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Nous pr\u00e9senterons une m\u00e9thode innovante qui int\u00e8gre directement des contraintes d\u2019\u00e9quit\u00e9 actuarielle et d&#8217;\u00e9quit\u00e9 sociale dans l\u2019entra\u00eenement des r\u00e9seaux de neurones.<\/p>","protected":false},"author":1,"featured_media":6488,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[143],"tags":[],"class_list":["post-6485","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-training"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>7 novembre 2025\uff5cLunch &amp; 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