Renaud, Marien

4 publications

NeurIPS 2025 From Stability of Langevin Diffusion to Convergence of Proximal MCMC for Non-Log-Concave Sampling Marien Renaud, Valentin De Bortoli, Arthur Leclaire, Nicolas Papadakis

ICLR 2025 Gradient Correlation Is a Key Ingredient to Accelerate SGD with Momentum Julien Hermant, Marien Renaud, Jean-François Aujol, Charles Dossal, Aude Rondepierre

ICML 2024 Plug-and-Play Image Restoration with Stochastic deNOising REgularization Marien Renaud, Jean Prost, Arthur Leclaire, Nicolas Papadakis

ICLR 2024 Plug-and-Play Posterior Sampling Under Mismatched Measurement and Prior Models Marien Renaud, Jiaming Liu, Valentin De Bortoli, Andres Almansa, Ulugbek Kamilov