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...

Full beskrivning

Bibliografiska uppgifter
Huvudupphovsman: Staton, S
Materialtyp: Conference item
Publicerad: Springer, Berlin, Heidelberg 2017