Jean-Yves AUDIBERT

Version francaise

Jean-Yves

Jean-Yves AUDIBERT

audibert _a_t_ imagine.enpc.fr
01 64 15 21 73

Publications

Affiliation

IMAGINE

6, avenue Blaise Pascal - Cité Descartes, Champs-sur-Marne, 77455 Marne-la-Vallée cedex 2, FRANCE

WILLOW Project (INRIA/ENS/CNRS)

Personal record

2004-now	Researcher at the CERTIS, now named IMAGINE. Assistant professor of Statistics at the Ecole des Ponts
2001-2004	PhD: laboratoire de Probabilités et Modèles Aléatoires, Université Paris 6, Pierre et Marie Curie. PhD Advisor: Professor O. Catoni. Title: PAC-Bayesian Statistical Learning Theory. PhD thesis downloadable here (2Mo).
1998-2001	Ecole des Ponts et Chaussées (Masters of Probabilities and Statistics during the 3^rd year)
1995-1998	Ecole Polytechnique

Research topics

I am interested in statistical learning theory (i.e. nonparametric classification and regression), and its application to computer vision. My focus is on

theoretical properties of learning procedures
boosting algorithms
kernel machines
empirical complexities
graph methods and manifold learning
online prediction
object recognition
image segmentation
content-based image retrieval