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- research-articleMay 2020
Symbolic Disintegration with a Variety of Base Measures
ACM Transactions on Programming Languages and Systems (TOPLAS), Volume 42, Issue 2Article No.: 9, Pages 1–60https://doi.org/10.1145/3374208Disintegration is a relation on measures and a transformation on probabilistic programs that generalizes density calculation and conditioning, two operations widely used for exact and approximate inference. Existing program transformations that find a ...