Silveri, Marta Gentiloni

1. KL Convergence Guarantees for Score diffusion models under minimal data assumptions
   2023/08/23 by Giovanni Conforti, Conforti, Giovanni, Alain Durmus +3 · 10 citations
   Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Statistical Mechanics and Entropy #Statistical Methods and Bayesian Inference #Statistics Theory (math.ST)
2. Theoretical guarantees in KL for Diffusion Flow Matching
   2024/09/12 by Marta Gentiloni Silveri, Giovanni Conforti, Silveri, Marta Gentiloni +3 · 4 citations
   Engineering · #Advanced Control Systems Optimization #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR)