Directeur de Recherche / Senior Research Scientist
Head of the PANAMA project-team until 2019
MAIN RESEARCH INTERESTS
- Mathematical aspects of signal processing & machine learning
- Sparsity, nonlinear approximation, dictionaries
- Inverse problems in audio signal processing
- Source localization and separation
- Compressive sensing and compressive learning
- Theory and algorithms for low-dimensional representations of high-dimensional data
Rémi Gribonval is a Research Director (Directeur de Recherche) with Inria in the DANTE research group of Laboratoire de l’Informatique du Parallélisme at École Normale Supérieure de Lyon, and the former scientific leader of the PANAMA research group on sparse audio processing at IRISA, Rennes, France. In 2011, he was awarded the Blaise Pascal Award of the GAMNI-SMAI by the French Academy of Sciences, and a starting investigator grant from the European Research Council in 2011. He is an IEEE fellow and a EURASIP Fellow. He founded the series of international workshops SPARS on Signal Processing with Adaptive/Sparse Representations. Since 2002 he has been the coordinator of several national, bilateral and European research projects. He has been a member of the IEEE SPTM Technical Committee and of the SPARS steering committee. He is currently a Senior Area Editor for the IEEE Transactions on Signal Processing.
Rémi Gribonval was a student at Ecole Normale Supérieure, Paris from 1993 to 1997. He received the Ph. D. degree in applied mathematics from the University of Paris-IX Dauphine, Paris, France, in 1999, and his Habilitation à Diriger des Recherches in applied mathematics from the University of Rennes I, Rennes, France, in 2007.
Laboratoire de l’Informatique du Parallélisme
ENS de Lyon, site Monod
46 allée d’Italie, F-69007 Lyon, France.