An analysis of the noise schedule for score-based generative models. - Stanislas Strasman; Antonio Ocello; Claire Boyer; Sylvain Le Corff; Vincent Lemaire 002 (Trans. Mach. Learn. Res., 2025)

Beyond Log-Concavity and Score Regularity: Improved Convergence Bounds for Score-Based Generative Models in W2-distance. - Marta Gentiloni Silveri; Antonio Ocello (CoRR, 2025)

Discrete Markov Probabilistic Models. - Le-Tuyet-Nhi Pham; Dario Shariatian; Antonio Ocello; Giovanni Conforti; Alain Durmus (CoRR, 2025)

Finite-Sample Convergence Bounds for Trust Region Policy Optimization in Mean-Field Games. - Antonio Ocello; Daniil Tiapkin; Lorenzo Mancini; Mathieu Laurière; Eric Moulines (CoRR, 2025)