Generalization bounds for score-based generative models: a synthetic proof

Arthur Stéphanovitch, Eddie Aamari, Clément Levrard

We establish minimax convergence rates for score-based generative models (SGMs) under the $1$-Wasserstein distance. Assuming the target density $p^{\star }$ lies in a nonparametric $β…