Arthur Leclaire

Associate Professor, Télécom Paris

1 paper at NeurIPS 2025

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Poster Session 4

1 paper

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

From stability of Langevin diffusion to convergence of proximal MCMC for non-log-concave sampling

#613 · Marien Renaud, Valentin De Bortoli, Arthur Leclaire, Nicolas Papadakis

We demonstrate the stability of Langevin diffusion and use it to derive the first proof of convergence for Proximal Stochastic Gradient Langevin Algorithm in a non-convex setting.