Commutative semantics for probabilistic programming
We show that a measure-based denotational semantics for probabilistic programming is commutative. The idea underlying probabilistic programming languages (Anglican, Church, Hakaru, ...) is that programs express statistical models as a combination of prior distributions and likelihood of observations...
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Springer, Berlin, Heidelberg
2017
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