The project manager is Aurélien Garivier, and the working group organizers are Sébastien Gerchinovitz and Edouard Pauwels.

Permanent members

photo-afantenosStergos Afantenos
Assistant professor

Research topics: computational linguistics
Personal webpage

 

photo-bachocFrançois Bachoc
Assistant professor

Research topics: Gaussian processes, computer experiments, post-selection inference
Personal webpage

 

photo-bessePhilippe Besse
Professor

Research topics: statistics
Personal webpage

 

photo-couellanNicolas Couellan
Adjunct professor

Research topics: optimization
Personal webpage

 

photo-fortGersende Fort
CNRS Senior Research Scientist

Research topics: statistical signal processing, Bayesian and Monte Carlo methods, stochastic algorithms, Markov chains, online learning
Personal webpage

 

photo-gamboaFabrice Gamboa
Professor

Research topics: probability, statistics
Personal webpage

 

photo-garivierAurélien Garivier
Professor

Research topics: statistical learning, information theory, probability
Personal webpage

 

photo-gendre

Xavier Gendre
Assistant professor

Research topics: statistics
Personal webpage

 

photo-gerchinovitzSébastien Gerchinovitz
Assistant professor

Research topics: statistics, online learning
Personal webpage

 

photo-janSophie Jan
Assistant professor

Research topics: optimization
Personal webpage

 

photo-kahnJonas Kahn
CNRS researcher

Research topics: probability, statistics
Personal webpage

 

Université fédérale de ToulouseBéatrice Laurent-Bonneau
Professor

Research topics: statistics
Personal webpage

 

photo-loubesJean-Michel Loubes
Professor

Research topics: statistics
Personal webpage

 

photo-malgouyresFrançois Malgouyres
Professor

Research topics: image and signal processing, machine learning, optimization
Personal webpage

 

photo-marechalPierre Maréchal
Professor

Research topics: inverse problems, optimization, convex analysis and applications
Personal webpage

 

photoPhilippe Muller
Assistant professor

Research topics: natural language processing
Personal webpage

 

photo-pauwelsEdouard Pauwels
Assistant professor

Research topics: optimization, machine learning
Personal webpage

 

photo-rondepierreAude Rondepierre
Assistant professor

Research topics: optimization, optimal control
Personal webpage

 

photo-richardGilles Richard
Professor

Research topics: logic, machine learning
Personal webpage

 

photo-risserLaurent Risser
CNRS research engineer

Research topics: medical image analysis, image processing, machine learning
Personal webpage

 

photo-serrurierMathieu Serrurier
Assistant professor

Research topics: machine learning, logic
Personal webpage

 

photo-timTim Van de Cruys
CNRS researcher

Research topics: computational linguistics
Personal webpage
 


Associate members

photo-fevotteCédric Févotte
CNRS senior researcher

Research topics: signal processing, machine learning
Personal webpage

 

Jean-Bernard LasserreJean-Bernard Lasserre
CNRS senior researcher

Research topics: control theory, optimization
Personal webpage

 

photoSandrine 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

 

 

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