The project manager is Aurélien Garivier, and the working group organizers are Sébastien Gerchinovitz and Edouard Pauwels.
Permanent members
Stergos Afantenos
Assistant professor
Research topics: computational linguistics
Personal webpage
François Bachoc
Assistant professor
Research topics: Gaussian processes, computer experiments, post-selection inference
Personal webpage
Philippe Besse
Professor
Research topics: statistics
Personal webpage
Nicolas Couellan
Adjunct professor
Research topics: optimization
Personal webpage
Gersende Fort
CNRS Senior Research Scientist
Research topics: statistical signal processing, Bayesian and Monte Carlo methods, stochastic algorithms, Markov chains, online learning
Personal webpage
Fabrice Gamboa
Professor
Research topics: probability, statistics
Personal webpage
Aurélien Garivier
Professor
Research topics: statistical learning, information theory, probability
Personal webpage
Xavier Gendre
Assistant professor
Research topics: statistics
Personal webpage
Sébastien Gerchinovitz
Assistant professor
Research topics: statistics, online learning
Personal webpage
Sophie Jan
Assistant professor
Research topics: optimization
Personal webpage
Jonas Kahn
CNRS researcher
Research topics: probability, statistics
Personal webpage
Béatrice Laurent-Bonneau
Professor
Research topics: statistics
Personal webpage
Jean-Michel Loubes
Professor
Research topics: statistics
Personal webpage
François Malgouyres
Professor
Research topics: image and signal processing, machine learning, optimization
Personal webpage
Pierre Maréchal
Professor
Research topics: inverse problems, optimization, convex analysis and applications
Personal webpage
Philippe Muller
Assistant professor
Research topics: natural language processing
Personal webpage
Edouard Pauwels
Assistant professor
Research topics: optimization, machine learning
Personal webpage
Aude Rondepierre
Assistant professor
Research topics: optimization, optimal control
Personal webpage
Gilles Richard
Professor
Research topics: logic, machine learning
Personal webpage
Laurent Risser
CNRS research engineer
Research topics: medical image analysis, image processing, machine learning
Personal webpage
Mathieu Serrurier
Assistant professor
Research topics: machine learning, logic
Personal webpage
Tim Van de Cruys
CNRS researcher
Research topics: computational linguistics
Personal webpage
Associate members
Cédric Févotte
CNRS senior researcher
Research topics: signal processing, machine learning
Personal webpage
Jean-Bernard Lasserre
CNRS senior researcher
Research topics: control theory, optimization
Personal webpage
Sandrine Mouysset
Assistant professor
Research topics: machine learning
Personal webpage
Postdocs
Vijaya K Ghorpade
Postdoc (supervised by François Malgouyres and Laurent Risser)
Research topics: medical image registration, segmentation
Alberto Lumbreras
Postdoc (supervised by Cédric Févotte)
Research topics: non-negative matrix factorization, machine learning, MCMC
Personal webpage
PhD Students
José Betancourt
PhD Student (supervised by François Bachoc and Thierry Klein)
Research topics: functional metamodels
Thi Thien Trang Bui
PhD Student (supervised by Patricia Balaresque and Jean-Michel Loubès)
Research topics: regression model with distribution inputs
Paula Gordaliza
PhD Student (supervised by Fabrice Gamboa and Jean-Michel Loubès)
Research topics: fair learning
Eva Lawrence
PhD Student (supervised by Fabrice Gamboa and Thierry Klein)
Research topics: uncertainties propagation
Léo Lebrat
PhD Student (supervised by Frédéric de Gournay and Jonas Kahn)
Research topics: optimization on measure spaces
Personal webpage
Pierre Ménard
PhD Student (supervised by Aurélien Garivier and Gilles Stoltz)
Research topics: bandits
Personal webpage
Phuong Nguyen
PhD Student (supervised by Fabrice Gamboa, Edouard Pauwels, and Matthieu Serrurier)
Research topics: approximate structured output learning
Damien Sileo
PhD Student (supervised by Tim van de Cruys and Philippe Muller)
Research topics: sentence embedding, semantic/discursive similarity
Léonard Torossian
PhD Student (supervised by Robert Faivre, Aurélien Garivier, and Victor Picheny)
Research topics: stochastic black-box optimization
Personal webpage
Thibaud Veron
PhD Student (supervised by Matthieu Serrurier and Sandrine Mouysset)
Research topics: failure prediction
