Introduction
I am professor at Paris-Saclay university in the Laboratoire de Mathématiques d'Orsay (LMO).
Previously, I was maître de conférences, in the Laboratoire de Probabilités, Statistique, et Modélisation (LPSM, formerly LSTA+LPMA), in Sorbonne Université (formerly Université Pierre et Marie Curie - UPMC, Paris VI).
From 2017 to 2020, I was also an associate member in the DMA at École Normale Supérieure, Paris.
Job opportunities
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No open position.
I receive a very large number of requests for internships and PhD positions. As a consequence, I may not be able to reply to all emails. The probability of receiving a response follows a phase transition with respect to the match between your profile and my current research interests, as well as with the strength of your CV and academic transcripts.
Research interests
Mathematics of Machine Learning
Statistical learning
Optimization and learning
Generative models
Transformer-based learning
Diffusion-based models
Physics-informed Machine Learning
Missing data
Inverse problems