Efficient Informed Proposals for Discrete Distributions via Newton's Series Approximation

Yue Xiang, Dongyao Zhu, Bowen Lei, Dongkuan Xu, Ruqi Zhang. Efficient Informed Proposals for Discrete Distributions via Newton's Series Approximation. 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 7288-7310, PMLR, 2023. [doi]

Abstract

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