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AUDIBERT Jean-Yves born in 1976, French nationality

Summary: AUDIBERT Jean-Yves
born in 1976, French nationality
6 avenue Blaise Pascal, 77455 Champs-sur-Marne, France
+33 1 64 15 21 73
2004 - now IMAGINE, Ecole des Ponts ParisTech / CSTB, LIGM, Université Paris Est
2007 - now WILLOW - SIERRA Project (INRIA/ENS/CNRS)
2001 - 2004 PhD on the study and design of supervised learning algorithms from the statistical PAC-
Bayesian approach. Supervised by Professor O. Catoni
1998 - 2001 Ecole des Ponts et Chaussées
year: in the top 3 of the Master of Science "Probability and Applications"
1995 - 1998 Ecole Polytechnique (rank: 34th
out of 434)
year rank in Applied Mathematics: 1st
out of 434
Nonparametric statistics: aggregation of estimators, model selection, theoretical properties of machine
learning procedures, getting round the curse of dimensionality (manifold learning, sparsity, ...), kernel
machines, data-dependent generalization error bounds, concentration inequalities, oracle inequalities, PAC-


Source: Audibert, Jean-Yves - Département d'Informatique, École Normale Supérieure


Collections: Computer Technologies and Information Sciences