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Dive into the research topics where Antonio Ocello is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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An analysis of the noise schedule for score-based generative models
Strasman, S., Ocello, A., Boyer, C., Corff, S. L. & Lemaire, V., 1 Jan 2025, In: Transactions on Machine Learning Research. 2024-January, p. 1-66 66 p.Research output: Contribution to journal › Article › peer-review
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Beyond Log-Concavity and Score Regularity: Improved Convergence Bounds for Score-Based Generative Models in W2-distance
Gentiloni-Silveri, M. & Ocello, A., 1 Jan 2025, In: Proceedings of Machine Learning Research. 267, p. 55631-55656 26 p.Research output: Contribution to journal › Conference article › peer-review
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Controlled superprocesses and HJB equation in the space of finite measures
Ocello, A., 15 Jul 2025, In: Journal of Mathematical Analysis and Applications. 547, 2, 129298.Research output: Contribution to journal › Article › peer-review
Open Access -
Discrete Markov Probabilistic Models: An Improved Discrete Score-Based Framework with sharp convergence bounds under minimal assumptions
Pham, L. T. N., Shariatian, D., Ocello, A., Conforti, G. & Durmus, A., 1 Jan 2025, In: Proceedings of Machine Learning Research. 267, p. 49195-49258 64 p.Research output: Contribution to journal › Conference article › peer-review
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Finite-Sample Convergence Bounds for Trust Region Policy Optimization in Mean-Field Games
Ocello, A., Tiapkin, D., Mancini, L., Laurière, M. & Moulines, E., 1 Jan 2025, In: Proceedings of Machine Learning Research. 267, p. 46897-46942 46 p.Research output: Contribution to journal › Conference article › peer-review
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A stochastic target problem for branching diffusion processes
Kharroubi, I. & Ocello, A., 1 Apr 2024, In: Stochastic Processes and their Applications. 170, 104278.Research output: Contribution to journal › Article › peer-review
Open Access