Optimal estimation of a factorizable density using diffusion models with ReLU neural networks

Jianqing Fan, Yihong Gu, Ximing Li

This paper investigates the score-based diffusion models for density estimation when the target density admits a factorizable low-dimensional nonparametric structure. To be specifi…