Full Professor, September 2015 - present
IBISC Lab, University of Evry
Deep learning, Personalized medicine.
CNRS researcher, september 2013 - August 2014
LRI Lab, university Paris-sud
Classification with reject option and cascade
Associate Professor, September 2008 - August 2015
Computer Science Lab LIPADE, University ¨Paris Descartes
Biclustering problem, Supervised learning, High-dimension data, Bioinformatics.
Post-Doc, January 2008 - August 2008
INSERM U872 Nutrition Group, Hotel-Dieu Hospital, Paris
Prediction of obesity traitment based on genomics data.
Post-Doc, December 2006 - December 2007
Genomics Signal processing Group, Texas A&M University
Error estimation, supervised classification, genomics data.
PhD Student , January 2003 – June 2006.
Bioinformatics group, University Paris 13.
Research on Machine learning for the analysis of microarray data.
Graduate Student Researcher, March 2002 – December 2002.
School of physic and chemistry (ESPCI), Paris.Study of the influence of noise on the processes modeling using neural networks.
HDR in computer science, University Paris Descartes, 2013.
Classification avec option de rejet, estimation de performances et biclustering.
PhD in Computer Science, University Paris 13, 2006
Machine learning and dimension reduction methods for improving classification accuracy and biological interpretation.
Master in Artificial Intelligence, University Paris 13, 2002
Bachelor in Computer science, University of Burgundy, Dijon, France, 2000