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Preferential Subsampling for Stochastic Gradient Langevin Dynamics

Srshti Putcha, Christopher Nemeth, Paul Fearnhead. Preferential Subsampling for Stochastic Gradient Langevin Dynamics. In Francisco J. R. Ruiz, Jennifer G. Dy, Jan-Willem van de Meent, editors, International Conference on Artificial Intelligence and Statistics, 25-27 April 2023, Palau de Congressos, Valencia, Spain. Volume 206 of Proceedings of Machine Learning Research, pages 8837-8856, PMLR, 2023. [doi]

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Srshti Putcha

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Christopher Nemeth

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Paul Fearnhead

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