Search Results for author: Heqi Yin

Found 1 papers, 0 papers with code

Minimax Optimality of Score-based Diffusion Models: Beyond the Density Lower Bound Assumptions

no code implementations23 Feb 2024 Kaihong Zhang, Heqi Yin, Feng Liang, Jingbo Liu

As a consequence, this yields an $\widetilde{O}\left(n^{-1/2} t^{-\frac{d}{4}}\right)$ upper bound for the total variation error of the distribution of the sample generated by the diffusion model under a mere sub-Gaussian assumption.

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