Divide, Conquer, and Combine: a New Inference Strategy for Probabilistic Programs with Stochastic Support

Yuan Zhou, Hongseok Yang, Yee Whye Teh, Tom Rainforth. Divide, Conquer, and Combine: a New Inference Strategy for Probabilistic Programs with Stochastic Support. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 11534-11545, PMLR, 2020. [doi]

Abstract

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