Towards a Complete Analysis of Langevin Monte Carlo: Beyond Poincaré Inequality

Alireza Mousavi Hosseini, Tyler K. Farghly, Ye He, Krishna Balasubramanian, Murat A. Erdogdu. Towards a Complete Analysis of Langevin Monte Carlo: Beyond Poincaré Inequality. In Gergely Neu, Lorenzo Rosasco, editors, The Thirty Sixth Annual Conference on Learning Theory, 12-15 July 2023, Bangalore, India. Volume 195 of Proceedings of Machine Learning Research, pages 1-35, PMLR, 2023. [doi]

Abstract

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