My research

A full vita (updated 01/2019) can be downloaded here

★ I work mainly on mathematical statistics with the following points of interest.

 

•Machine Learning and Explainable IA

• asymptotic statistics

• inverse problems.

•high dimensional data and complexity

At the moment, I work on Fair Explainable Machine Learning.

Research Projects

• 2004-2008 : National Director of ACI MIST-R (Modélisation Informatique et Statistique du Trafic Routier) including laboratories of Orsay in mathematics, Orsay in informatics, Institut de Mathématiques de Toulouse, Institut de mathématiques et modélisation de Montpellier and GRETIA (INRETS)

• 2010-2013 : Member of ANR DEMOS

• 2013-2014 : Research Industrial Projet Big Data Analysis with TOTAL (with L. Risser and P. Besse)

• 2013-2017 : Research Industrial Project with Vaiomer & Servier (with J-M. Azais and A-C. Brunet) on covariance estimation in high dimensional gene models

 

Past Research Affiliations

• 2004-2008 : PASCAL network of excellence

• 2004-2007 : INRIA Select Research Team (Orsay)

Curriculum

• 1995-1999: ENS Cachan (Master in Mathematics at University Paris VII)
• 1998: Agrégation of Mathematics
• 1998-2001: Phd of Applied Mathematics at University Toulouse 3 (Phd under direction of S. van de Geer)
• 2002-2005: Researcher of Mathematics at CNRS, University Orsay
• 2005-2007: Researcher of Mathematics at CNRS, University Montpellier 2
• 2006: Habilitation à Diriger des Recherches (University Montpellier)
• 2007-          : Professor of Statistics at University Toulouse 3.
• 2008-current: Titulaire de la PEDR