{"id":3191,"date":"2023-03-07T10:59:03","date_gmt":"2023-03-07T15:59:03","guid":{"rendered":"https:\/\/smart-training.ca\/fr\/?p=3191"},"modified":"2024-10-03T09:17:28","modified_gmt":"2024-10-03T13:17:28","slug":"dr-audrey-durand","status":"publish","type":"post","link":"https:\/\/smart-training.ca\/fr\/blog\/2023\/03\/07\/dr-audrey-durand\/","title":{"rendered":"Dr. Audrey Durand"},"content":{"rendered":"\n
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audrey.durand@ift.ulaval.ca<\/a><\/p>\n<\/div>\n\n\n\n

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Dr. Audrey Durand<\/h2>\n\n\n\n

Universit\u00e9 Laval\u00a0<\/h3>\n\n\n\n

Dr. Durand (Canada CIFAR AI Chair) est professeur adjoint au d\u00e9partement d’informatique et de g\u00e9nie logiciel de l’Universit\u00e9 Laval (Qu\u00e9bec, Canada). Elle est membre acad\u00e9mique associ\u00e9 de Mila – Institut d’IA du Qu\u00e9bec et dirige l’axe M\u00e9thodes d’intelligence artificielle et traitement des donn\u00e9es de l’Institut d’intelligence et de donn\u00e9es de l’Universit\u00e9 Laval. Elle est \u00e9galement membre de l’Union Neurosciences et Intelligence Artificielle Qu\u00e9bec (UNIQUE), du CERVO Brain Research Center, du Centre de Recherche en Donn\u00e9e Massives (CRDM), et du Centre de Recherche en Vision et Intelligence Machine (CeRVIM). Elle est connue pour ses travaux sur l’apprentissage par renforcement et les algorithmes de bandits, tant th\u00e9oriques qu’appliqu\u00e9s, ainsi que sur l’apprentissage automatique (en g\u00e9n\u00e9ral) d\u00e9ploy\u00e9 sur des donn\u00e9es relatives \u00e0 la sant\u00e9. Elle a d\u00e9velopp\u00e9 de nouveaux algorithmes optimaux avec des garanties de convergence dans une vari\u00e9t\u00e9 de bandits. Elle a utilis\u00e9 ces algorithmes pour optimiser la r\u00e9partition des traitements dans des mod\u00e8les de souris atteintes de cancer et pour r\u00e9gler les param\u00e8tres d’imagerie \u00e0 super-r\u00e9solution, aidant ainsi les chercheurs en neurosciences \u00e0 acqu\u00e9rir des images de neurones afin d’am\u00e9liorer la compr\u00e9hension du cerveau humain. Elle participe \u00e9galement \u00e0 diverses collaborations visant \u00e0 exploiter les m\u00e9thodes d’apprentissage automatique pour mener des essais de plates-formes, pr\u00e9dire l’\u00e9volution des indicateurs de sant\u00e9 chez les patients sous chimioth\u00e9rapie, trouver des associations entre la polypharmacie et les r\u00e9sultats en mati\u00e8re de sant\u00e9, et optimiser la croissance des plantes.\u00a0<\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

Laval University<\/p>\n","protected":false},"author":4,"featured_media":3192,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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