Skip to content
conftrace_

Antonio Ocello

3 papers · 2025–2025 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓
🌉 Interdisciplinary Bridge · Bronze

Venues

ICML (3)

Top co-authors

Marta Gentiloni Silveri (1) Mathieu Lauriere (1) Daniil Tiapkin (1) Alain Oliviero Durmus (1) Dario Shariatian (1) Le-Tuyet-Nhi Pham (1) Eric Moulines (1) Giovanni Conforti (1) Lorenzo Mancini (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Models (2) Machine Learning (1) Reinforcement Learning (1) Applications (1) Bayesian & Probabilistic (1) Core AI (1) Learning Types (1) Methods (1) Optimization & Theory (1)

Keywords

policy optimization (1) markov chain (1) nash equilibria (1) score function (1) gaussian mixture model (1) ornstein-uhlenbeck process (1) conditional expectation (1) score-based generative model (1) mean field game (1) trust region policy optimization (1) finite sample complexity (1) hamilton-jacobi-bellman equation (1) mnist (1) ergodic mfgs (1) bernoulli (1) poissonian clock (1) log-concavity (1) w2-distance (1)

Papers

Beyond Log-Concavity and Score Regularity: Improved Convergence Bounds for Score-Based Generative Models in W2-distance ICML 2025 Discrete Markov Probabilistic Models: An Improved Discrete Score-Based Framework with sharp convergence bounds under minimal assumptions ICML 2025 Finite-Sample Convergence Bounds for Trust Region Policy Optimization in Mean Field Games ICML 2025