Dimension-free convergence rates for gradient Langevin dynamics in RKHS

Boris Muzellec, Kanji Sato, Mathurin Massias, Taiji Suzuki. Dimension-free convergence rates for gradient Langevin dynamics in RKHS. In Po-Ling Loh, Maxim Raginsky, editors, Conference on Learning Theory, 2-5 July 2022, London, UK. Volume 178 of Proceedings of Machine Learning Research, pages 1356-1420, PMLR, 2022. [doi]

Abstract

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