Jeudi 14 Juin

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Jeudi 14 Juin
Heure: 12:15 - 13:30
Lieu: Salle B107, bâtiment B, Université de Villetaneuse
Résumé: Deep Cooperative Reconstruction with Privacy Constraints
Description: Denis Maurel Nowadays, we can observe a multiplication of multi-view data in domains such as marketing, bank administration or even survey analysis. In this context, Machine Learning methods are used to analyze data from several heterogeneous sources (here called views) with the following problem: an individual described in some views might be missing in some other ones. This proliferation is accompanied by a global privacy awareness: one should never have access to data from all sources at once. To solve these problems, we propose a method called the Cooperative Reconstruction System (CRS) which aims at reconstructing missing individuals locally using information contained in external views without data transfer from a view to another.