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most citedGeneralization Error Curves for Analytic Spectral Algorithms under Power-law Decay

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math.PR2026

Accelerating Langevin Dynamics with Weighted Laplacian Flow: Global Well-Posedness and Exponential Convergence

Ziyue Cai, Weiye Gan, Borui Miao +1

We study an accelerated Langevin equation in which the classical overdamped Langevin drift is supplemented by a nonlocal gradient velocity determined through a target-weighted Pois…