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 ! |