most citedDimension-free convergence rates for gradient Langevin dynamics in RKHS

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math.OC2022

Convergence Error Analysis of Reflected Gradient Langevin Dynamics for Globally Optimizing Non-Convex Constrained Problems

Kanji Sato, Akiko Takeda, Reiichiro Kawai +1

Gradient Langevin dynamics and a variety of its variants have attracted increasing attention owing to their convergence towards the global optimal solution, initially in the uncons…