Ocello, Antonio

5 publications

TMLR 2025 An Analysis of the Noise Schedule for Score-Based Generative Models Stanislas Strasman, Antonio Ocello, Claire Boyer, Sylvain Le Corff, Vincent Lemaire

ICML 2025 Beyond Log-Concavity and Score Regularity: Improved Convergence Bounds for Score-Based Generative Models in W2-Distance Marta Gentiloni Silveri, Antonio Ocello

ICML 2025 Discrete Markov Probabilistic Models: An Improved Discrete Score-Based Framework with Sharp Convergence Bounds Under Minimal Assumptions Le-Tuyet-Nhi Pham, Dario Shariatian, Antonio Ocello, Giovanni Conforti, Alain Oliviero Durmus

ICML 2025 Finite-Sample Convergence Bounds for Trust Region Policy Optimization in Mean Field Games Antonio Ocello, Daniil Tiapkin, Lorenzo Mancini, Mathieu Lauriere, Eric Moulines

NeurIPS 2025 Wasserstein Convergence of Critically Damped Langevin Diffusions Stanislas Strasman, Sobihan Surendran, Claire Boyer, Sylvain Le Corff, Vincent Lemaire, Antonio Ocello