Diffusion Models with Heavy-Tailed Targets: Score Estimation and Sampling Guarantees

Yifeng Yu, Lu Yu

Score-based diffusion models have become a powerful framework for generative modeling, with score estimation as a central statistical bottleneck. Existing guarantees for score esti…