News

Sep 2024 Along with some talented French researchers, I am co-organizing the 4-th edition of NeurIPS in Paris, which will take place in December ! Everyone is welcome, please register here.
Jun 2024 I gave a talk on Riemannian constrained sampling at the 4-th Italian Meeting on Probability and Mathematical Statistics (Rome, Italy).
May 2024 I presented my latest work Stochastic Localization via Iterative Posterior Sampling at Google DeepMind’s reading group on generative models, transport and sampling, organized by Valentin de Bortoli.
May 2024 My latest paper Stochastic Localization via Iterative Posterior Sampling co-authored with Louis Grenioux, Marylou Gabrié and Alain Durmus has been accepted at ICML 2024 (Spotlight, top 3.5%). See you in Vienna in July !
Apr 2024 I presented my latest work Stochastic Localization via Iterative Posterior Sampling at Mostly Monte Carlo Seminar, organized by Andrea Bertazzi and Joshua Bon (Paris-Santé Campus).
Apr 2024 I am invited to be part of the DML programme (Diffusions in machine learning: Foundations, generative models and non-convex optimisation) organised by the Isaac Newton Institute for Mathematical Sciences, which takes place in July 2024 at the Alan Turing Institute. I will give a long talk on my latest work Stochastic Localization via Iterative Posterior Sampling, bridging gaps between MCMC methods and recent diffusion/flow-based approaches.
Sep 2023 Two of my papers have been accepted at NeurIPS 2023: Unbiased constrained sampling with Self-Concordant Barrier Hamiltonian Monte Carlo, co-authored with Valentin de Bortoli and Alain Durmus, and Tree-Based Diffusion Schrödinger Bridge with Applications to Wasserstein Barycenters , co-authored with Valentin de Bortoli, Arnaud Doucet and Alain Durmus (Spotlight, top 3.6%). See you in New Orleans in December !