Research team

Marc Abeille

Staff Researcher

Reinforcement learning, bandit, exploration exploitation, planning and control

Artem Betlei

PhD Candidate

Uplift modeling

Clément Calauzènes

Research Team Lead

Explore/Exploitation, mechanism design, preference learning

Lorenzo Croissant

PhD Candidate

Reinforcement Learning, Control Theory, Bandits, Auctions.

Eustache Diemert

Senior Staff Research Lead

Causality and AI

Louis Faury

PhD Candidate

Bandit optimization

Patrick Gallinari

Distinguished Researcher

Deep Learning

Mike Gartrell

Senior Researcher

Set-based modeling and recommendation, diverse subset selection

Morgane Goibert

PhD Candidate

Deep Learning, Adversarial Robustness

Benjamin Heymann

Senior Researcher

Incrementality and attribution
Game theory and Control

Thibaut Issenhuth

PhD Candidate

Deep generative models, applications to automatic image synthesis and editing

Sergey Ivanov

Senior Research Scientist

Graph machine learning, recommendation systems, reinforcement learning

Alberto Lumbreras

Staff Research Scientist

Representation learning, deep generative models, Bayesian inference

Matthieu Martin

Senior Researcher

Optimization, bandits, privacy, causal inference

Jeremie Mary

Senior Staff Researcher

Reinforcement learning, image processing

Matthieu Kirchmeyer

PhD Candidate

deep learning, domain adaptation, domain generalization

Panayotis Mertikopoulos

Principal researcher, part-time

Online learning, game theory, optimization

Vianney Perchet

Principal Researcher, part-time

Research on better and more efficient exploration of decision space, design of mechanisms and market

Thibaud Rahier

Senior Researcher

Causal inference, bandits, graphical models, décision trees, semi-parametric statistics

Alain Rakotomamonjy

Principal researcher

domain adaptation, optimal transport, multi-task, NLP

Liva Ralaivola

Director of AI Research

Bandits, concentration inequalities, greedy algorithms

Thomas Ricatte

Senior Machine Learning Researcher

Deep learning, adversarial attacks

David Rohde

Recommendation Research Lead

Recommendation, Bayesian machine learning, causality

Otmane Sakhi

PhD Candidate

Approximate inference, probabilistic modeling, counterfactual estimation

Ugo Tanielian

Researcher

GANs, negative sampling, robustness

Houssam Zenati

PhD Candidate

Counterfactual Learning, Online Learning, Causal Inference
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Houssam Zenati

PhD Candidate

Lorenzo Croissant

PhD Candidate

Reinforcement Learning, Control Theory, Bandits, Auctions
Paris

Patrick Gallinari

Distinguished Researcher

Deep Learning

Artem Betlei

PhD Candidate

Uplift modeling
Grenoble

Alain Rakotomamonjy

Principal researcher

Paris

Otmane Sakhi

PhD Candidate

Paris

David Rohde

Recommendation Research Lead

Mike Gartrell

Senior Researcher

Thomas Ricatte

Senior Machine Learning Researcher

Jeremie Mary

Senior Staff Researcher

Paris

Panayotis Mertikopoulos

Principal researcher, part-time

Grenoble

Alberto Lumbreras

Staff Research Scientist

Sergey Ivanov

Senior Research Scientist

Thibaud Rahier

Senior Researcher

Eustache Diemert

Senior Staff Research Lead

Vianney Perchet

Principal Researcher, part-time

Paris

Matthieu Kirchmeyer

PhD Candidate

deep learning, domain adaptation, generalization

Morgane Goibert

PhD Candidate

Liva Ralaivola

Director of AI Research

Bandits, concentration inequalities, greedy algorithms

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