Antonio Ocello

According to our database, Antonio Ocello authored at least 5 papers in 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Discrete Markov Probabilistic Models.

Le-Tuyet-Nhi Pham, Dario Shariatian, Antonio Ocello, Giovanni Conforti, Alain Durmus

CoRR, February, 2025

An analysis of the noise schedule for score-based generative models.

Stanislas Strasman, Antonio Ocello, Claire Boyer, Sylvain Le Corff, Vincent Lemaire

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

Proceedings of the Forty-second International Conference on Machine Learning, 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

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Finite-Sample Convergence Bounds for Trust Region Policy Optimization in Mean Field Games.

Antonio Ocello, Daniil Tiapkin, Lorenzo Mancini, Mathieu Laurière, Eric Moulines

Proceedings of the Forty-second International Conference on Machine Learning, 2025