most citedGeneralization error bound for denoising score matching under relaxed manifold assumption

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math.ST2025

Implicit score matching meets denoising score matching: improved rates of convergence and log-density Hessian estimation

Konstantin Yakovlev, Anna Markovich, Nikita Puchkin

We study the problem of estimating the score function using both implicit score matching and denoising score matching. Assuming that the data distribution exhibiting a low-dimensio…