Subsampling Error in Stochastic Gradient Langevin Diffusions

Kexin Jin, ChenGuang Liu, Jonas Latz. Subsampling Error in Stochastic Gradient Langevin Diffusions. In Sanjoy Dasgupta, Stephan Mandt, Yingzhen Li, editors, International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain. Volume 238 of Proceedings of Machine Learning Research, pages 1414-1422, PMLR, 2024. [doi]

Abstract

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