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most citedSampling is as easy as learning the score: theory for diffusion models with minimal data assumptions

15 citations · 56 across the 38 of their papers we have counts for

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math.PR2026

Sharp Gaussian divergence and Bernstein-Markov inequalities

Fan Chen, Sinho Chewi, Jianfeng Lu +1

We prove two dimension-free estimates in Gaussian space. The first is an optimal Meyer-type inequality for the Gaussian divergence: for , \[ \|δV\|_{L^p(γ_d)} \leq \sqrt p\…

math.PR2026

Near-Lipschitz stability of the Kim--Milman flow map

Sinho Chewi, Katharina Eichinger, Aram-Alexandre Pooladian

We prove that the Kim--Milman flow map enjoys favorable stability properties with respect to variations in the target measure, provided that one of the target measures is sufficien…