{"id":5564,"date":"2025-10-06T08:36:12","date_gmt":"2025-10-06T08:36:12","guid":{"rendered":"https:\/\/conferences.sigappfr.org\/egc2026\/?post_type=speaker&p=5564"},"modified":"2025-10-06T08:55:00","modified_gmt":"2025-10-06T08:55:00","slug":"vincent-lemaire","status":"publish","type":"speaker","link":"https:\/\/conferences.sigappfr.org\/egc2026\/speaker\/vincent-lemaire\/","title":{"rendered":"Vincent Lemaire"},"content":{"rendered":"
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Vincent Lemaire<\/h1>\n\n\n\n

Chercheur \u00e0 Orange Recherche<\/strong>, Paris<\/strong><\/p>\n\n\n\n

Vincent Lemaire est chercheur et responsable d\u2019un programme de recherche \u00e0 Orange Recherche. Il a obtenu son dipl\u00f4me de premier cycle \u00e0 l’Universit\u00e9 de Paris 12 en traitement du signal et a \u00e9t\u00e9 pendant la m\u00eame p\u00e9riode professeur d’\u00e9lectronique. Il a obtenu un doctorat en informatique \u00e0 l’universit\u00e9 de Paris 6 en 1999. Il a ensuite rejoint la division R&D d’Orange (France T\u00e9l\u00e9com), o\u00f9 il est devenu expert en machine learning. Il a obtenu son habilitation \u00e0 diriger des recherches (HDR) en informatique \u00e0 l’universit\u00e9 de Paris-Sud 11 (Orsay) en 2008. Ses recherches portent sur l’application de l’apprentissage automatique dans divers domaines pour les entreprises de t\u00e9l\u00e9communications. Il a organis\u00e9 plusieurs ateliers et comp\u00e9titions sur l’apprentissage automatique, notamment la KDD Cup 2009, le d\u00e9fi AISTATS 2010 sur l’apprentissage actif et d’autres d\u00e9fis, tutoriels ou ateliers \u00e0 ECML, ICML ou NeurIPS\u2026<\/p>\n\n\n\n

Titre: Cas d\u2019usage d\u2019IA \u00e0 Orange dont 2 exemples d\u00e9taill\u00e9s en s\u00e9curit\u00e9 <\/strong><\/p>\n\n\n\n

Orange int\u00e8gre aujourd\u2019hui pleinement l\u2019Intelligence Artificielle (IA) dans ses activit\u00e9s. Cet expos\u00e9 aura pour but d\u2019illustrer cela via de r\u00e9cents travaux de recherche sur des th\u00e9matiques vari\u00e9es tel que (i) la d\u00e9tection de fraude et anomalies r\u00e9seau (trafic, intrusions fibre optique, transactions) (ii) l\u2019am\u00e9lioration des techniques d\u2019explication des d\u00e9cisions des IA (iii) la d\u00e9couverte de nouvelles classes dans les donn\u00e9es, (iii) l\u2019anticipation de coupure de fibre optique, etc\u2026 Plus qu\u2019une \u00e9num\u00e9ration le but est d\u2019avoir une discussion active sur ces sujets.<\/p>\n\n\n\n

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Vincent Lemaire Chercheur \u00e0 Orange Recherche, Paris Vincent Lemaire est chercheur et responsable d\u2019un programme de recherche \u00e0 Orange Recherche. Il a obtenu son dipl\u00f4me de premier cycle \u00e0 l’Universit\u00e9 de Paris 12 en traitement du signal et a \u00e9t\u00e9…<\/p>\n","protected":false},"author":2,"featured_media":5565,"comment_status":"open","ping_status":"closed","template":"","meta":{"footnotes":""},"speaker-category":[193],"speaker-tags":[194],"location":[68,101],"class_list":["post-5564","speaker","type-speaker","status-publish","has-post-thumbnail","hentry","speaker-category-invite","speaker-tags-invite","location-france","location-paris"],"_links":{"self":[{"href":"https:\/\/conferences.sigappfr.org\/egc2026\/wp-json\/wp\/v2\/speaker\/5564","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/conferences.sigappfr.org\/egc2026\/wp-json\/wp\/v2\/speaker"}],"about":[{"href":"https:\/\/conferences.sigappfr.org\/egc2026\/wp-json\/wp\/v2\/types\/speaker"}],"author":[{"embeddable":true,"href":"https:\/\/conferences.sigappfr.org\/egc2026\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/conferences.sigappfr.org\/egc2026\/wp-json\/wp\/v2\/comments?post=5564"}],"version-history":[{"count":3,"href":"https:\/\/conferences.sigappfr.org\/egc2026\/wp-json\/wp\/v2\/speaker\/5564\/revisions"}],"predecessor-version":[{"id":5577,"href":"https:\/\/conferences.sigappfr.org\/egc2026\/wp-json\/wp\/v2\/speaker\/5564\/revisions\/5577"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/conferences.sigappfr.org\/egc2026\/wp-json\/wp\/v2\/media\/5565"}],"wp:attachment":[{"href":"https:\/\/conferences.sigappfr.org\/egc2026\/wp-json\/wp\/v2\/media?parent=5564"}],"wp:term":[{"taxonomy":"speaker-category","embeddable":true,"href":"https:\/\/conferences.sigappfr.org\/egc2026\/wp-json\/wp\/v2\/speaker-category?post=5564"},{"taxonomy":"speaker-tags","embeddable":true,"href":"https:\/\/conferences.sigappfr.org\/egc2026\/wp-json\/wp\/v2\/speaker-tags?post=5564"},{"taxonomy":"location","embeddable":true,"href":"https:\/\/conferences.sigappfr.org\/egc2026\/wp-json\/wp\/v2\/location?post=5564"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}