Trace types and denotational semantics for sound programmable inference in probabilistic languages

Alexander K. Lew, Marco F. Cusumano-Towner, Benjamin Sherman, Michael Carbin, Vikash K. Mansinghka. Trace types and denotational semantics for sound programmable inference in probabilistic languages. Proceedings of the ACM on Programming Languages, 4(POPL), 2020. [doi]

Authors

Alexander K. Lew

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Marco F. Cusumano-Towner

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Benjamin Sherman

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Michael Carbin

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Vikash K. Mansinghka

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