Faster Convergence of Stochastic Gradient Langevin Dynamics for Non-Log-Concave Sampling

Difan Zou, Pan Xu 0002, Quanquan Gu. Faster Convergence of Stochastic Gradient Langevin Dynamics for Non-Log-Concave Sampling. In Cassio P. de Campos, Marloes H. Maathuis, Erik Quaeghebeur, editors, Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, UAI 2021, Virtual Event, 27-30 July 2021. Volume 161 of Proceedings of Machine Learning Research, pages 1152-1162, AUAI Press, 2021. [doi]

Authors

Difan Zou

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Pan Xu 0002

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Quanquan Gu

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