Research team

Marc Abeille

Staff Researcher Lead

Reinforcement learning, bandit, exploration exploitation, planning and control

Ahmed Ben Yahmed

PhD Candidate

Alexander Merkov

Researcher

Alexandre Gilotte

Staff Researcher

Antoine Schnepf

PhD Candidate

Artem Betlei

Researcher

Uplift modeling

Clément Calauzènes

Senior Engineering Manager

Explore/Exploitation, mechanism design, preference learning

Corentin Odic

ML Engineer

Corentin Pla

PhD Candidate

Reinforcement Learning, Game Theory, Privacy

Eustache Diemert

Senior Staff Research Lead

Causality and AI

Flavian Vasile

Chief AI Architect

Patrick Gallinari

Distinguished Researcher

Deep Learning, Foundation Models, Natural Language Processing

Mike Gartrell

Senior Researcher

Set-based modeling and recommendation, diverse subset selection

Morgane Goibert

PhD Candidate

Deep Learning, Adversarial Robustness

Benjamin Heymann

Staff Researcher

Incrementality and attribution Game theory and Control

Hugo Richard

Senior Researcher

Online Learning, Competitive analysis, Reinforcement Learning

Ilana Sebag

PhD Candidate

Privacy-Preserving Machine Learning, GenAI

Imad Aouali

PhD Candidate

Reinforcement Learning, Recommender Systems, Generative Models

Imane Baha

ML Engineer

Thibaut Issenhuth

Researcher

Deep generative models, applications to automatic image synthesis and editing

Jean-Yves Franceschi

Senior Researcher

Julien Zhou

PhD Candidate

Karim Kassab

PhD Candidate

3D, Inverse Graphics, Novel View Synthesis, NeRF

Lilian Hunout

ML Engineer

Ludovic Dos Santos

Staff Researcher

Alberto Lumbreras

Staff Research Scientist

Representation learning, deep generative models, Bayesian inference

Maria Cherifa

PhD Candidate

Mariia Vladimirova

Senior Researcher

Fairness, Deep Learning, Causality, AI Regulation

Jeremie Mary

Senior Staff Researcher

Reinforcement learning, image processing

Matthieu Kirchmeyer

PhD Candidate

deep learning, domain adaptation, domain generalization

Maxime Vono

Staff Researcher

Mehdi Sebbar

Staff ML Engineer

Mélissa Tamine

PhD Candidate

Data Valuation

Vianney Perchet

Principal Researcher, part-time

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

Thibaud Rahier

Staff 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

Renaud Bauvin

Senior Engineering Manager

Thomas Ricatte

Senior Machine Learning Researcher

Deep learning, adversarial attacks

David Rohde

Staff Researcher Lead

Recommendation, Bayesian machine learning, causality

Otmane Sakhi

Researcher

Approximate inference, probabilistic modeling, counterfactual estimation

Simon Lepage

PhD Candidate

Deep Learning, Embeddings, Retrieval

Song Duong

PhD Student

Working on the Text-to-data and Data-to-text problem.

Houssam Zenati

PhD Candidate

Counterfactual Learning, Online Learning, Causal Inference