ADEV: Sound Automatic Differentiation of Expected Values of Probabilistic Programs

Alexander K. Lew, Mathieu Huot, Sam Staton, Vikash K. Mansinghka. ADEV: Sound Automatic Differentiation of Expected Values of Probabilistic Programs. Proceedings of the ACM on Programming Languages, 7(POPL):121-153, January 2023. [doi]

Abstract

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