The project managers are currently Emmanuel Soubies,  Emmanuelle Claeys and Laurent Risser  (send us an email).

Members

Stergos Afantenos
Associate professor

Research topics: computational linguistics
Personal webpage

 

François Bachoc
Associate professor

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

 

Elsa Cazelles
CNRS researcher

Research topics: Optimal Transport, Wasserstein Barycenters, Algorithms and Applications in Statistics
Personal webpage

 

 Reda Chhaibi
Associate professor

Research topics: Probabilty (theoretical and computational)
Personal webpage

 

Emmanuelle Claeys
CNRS researcher

Research topics: Reinforcement learning, process mining, time series
Personal webpage

 

Nicolas Dobigeon
Professor

Research topics: Signal processing, image processing, machine learning
Personal webpage

 

Cédric Févotte
CNRS senior researcher

Research topics: signal processing, machine learning
Personal webpage

 

Henrique Goulart
Associate Professor

Research topics: Tensor decomposition, signal processing, machine learning
Personal webpage

 

Frédéric de Gournay
Associate Professor

Research topics: Optimization, Wasserstein numerics
Personal webpage

 

Fabrice Gamboa
Professor

Research topics: probability, statistics
Personal webpage

 

 

Lorick Huang
Associate professor

Research topics: probability theory, stochastic differential equations, stochastic algorithms
Personal webpage

 

Franck Iutzeler
Professor

Numerical optimization, Robustness in statistical learning, Stochastic methods
Personal webpage

 

Sophie Jan
Associate professor

Research topics: optimization
Personal webpage

 

 

Jean-Bernard Lasserre
CNRS senior researcher

Research topics: control theory, optimization
Personal webpage

 

Béatrice Laurent-Bonneau
Professor

Research topics: statistics
Personal webpage

 

Jean-Michel Loubes
Professor

Research topics: statistics
Personal webpage

 

Pierre Neuvial
CNRS researcher

Research topics: Multiple testing, Post hoc/post selection inference, statistics
Personal webpage

 

Victor Magron
CNRS researcher

Research topics: polynomial and moment optimization
Personal webpage

 

François Malgouyres
Professor

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

 

Philippe Muller
Associate professor

Research topics: natural language processing
Personal webpage

 

 

Thomas Pellegrini
Associate professor

Research topics: Deep learning for signal applications, Speech and audio processing
Personal webpage

 

 

Laurent Risser
CNRS senior research engineer

Research topics: machine learning, image analysis
Personal webpage

 

Aude Rondepierre
Associate professor

Research topics: optimization, optimal control
Personal webpage

 

Olivier Roustant
Professor

Research topics: small data, computer experiments, statistical modeling
Personal webpage

 

Mathieu Serrurier
Associate professor

Research topics: machine learning, logic
Personal webpage

 

Emmanuel Soubies
Associate professor

Research topics: Computational Imaging, Signal/Image-Processing, Optimization.

Personal webpage

 

Pierre Weiss

CNRS researcher

Research topics: approximation theory, optimization, compressed sensing, imaging, neural networks, biology
Personal webpage

 

 

 

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Associate members

Philippe Besse
Emeritus Professor

Research topics: statistics
Personal webpage

 

Nicolas Couellan
Professor (ENAC)

Research topics: optimization
Personal webpage

 

Xavier Gendre
Associate professor (currently detached at Pathway.com)

Research topics: statistics
Personal webpage

 

Sébastien Gerchinovitz
Associate professor (currently detached at IRT Saint-Exupery)

Research topics: statistics, online learning
Personal webpage

 

Jonas Kahn
CNRS researcher

Research topics: probability, statistics
Personal webpage

 

Edouard Pauwels
Professor (Toulouse School of Economics)

Research topics: optimization, machine learning
Personal webpage

 

 

Gilles Richard
Emeritus Professor

Research topics: logic, machine learning
Personal webpage

 

 

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PhD Students

 

José Betancourt
PhD Student (supervised by François Bachoc and Thierry Klein)

Research topics: functional metamodels

 

 

Florentin Coeurdoux

PhD student (supervised by Nicolas Dobigeon and Pierre Chainais)

Research topics: Signal processing, image processing, machine learning

 

Lucas De Lara
PhD Student (supervised by Jean-Michel Loubes, Nicholas Asher and Laurent Risser)

Research topics: machine learning, fairness, explainability, counterfactual models

 

 

Javier González Delgado
PhD Student (supervised by Pierre Neuvial et Juan Cortés)

Research topics: statistics.

 

 

Alberto González Sanz
PhD Student (supervised by Jean-Michel Loubes and Tasio del Barrio)

Research topics: machine learning, fairness, statistics.

 

Jie Wang
PhD Student (supervised by Jean-Bernard Lasserre and Victor Magron)

Research topics: polynomial optimization, real algebraic geometry

 

 

Alumni

• Aurélien Garivier (founding member, now at ENS Lyon)
• Gersende Fort (IMT)
• Pierre Marechal (IMT)
• Sandrine Mouysset (IRIT)
• Alberto Lumbreras (now at Criteo)
• Pierre Ménard (now at INRIA Lille)
• Paul Magron (now at INRIA Nancy)
• Arthur Marmin (now at Aix-Marseille University)
• Tim Van de Cruys (now at KU Leuven)
• Camille Castera (now at Univ. Tübingen)
• Maxime Vono (now at Criteo)
• Clément Benesse
• Thibaud Veron
• Vijaya K Ghorpade
• Eloise Grossiord
• Thi Thie, Trang Bui
• Paula Gordaliza
• Léonard Torossian
• Damien Sileo
• Eva Lawrence
• Léo Lebrat
• Phuong Nguyen
• Maxime Vono