Silveri, Marta Gentiloni

3 publications

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

NeurIPS 2025 Exponential Convergence Guarantees for Iterative Markovian Fitting Marta Gentiloni Silveri, Giovanni Conforti, Alain Oliviero Durmus

NeurIPS 2024 Theoretical Guarantees in KL for Diffusion Flow Matching Marta Gentiloni Silveri, Giovanni Conforti, Alain Durmus