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hamiltonian monte carlo 1KL divergence 1log-concave distributions 1mixing time 1sampling 1

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20242026
most citedConvergence of the Inexact Langevin Algorithm in KL Divergence with Application to Score-based Generative Models

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math.ST2024

Optimal score estimation via empirical Bayes smoothing

Andre Wibisono, Yihong Wu, Kaylee Yingxi Yang

We study the problem of estimating the score function of an unknown probability distribution from independent and identically distributed observations in dimensions.…