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...
Príomhchruthaitheoir: | Staton, S |
---|---|
Formáid: | Conference item |
Foilsithe / Cruthaithe: |
Springer, Berlin, Heidelberg
2017
|
Míreanna comhchosúla
Míreanna comhchosúla
-
Compositional semantics for probabilistic programs with exact conditioning
de réir: Stein, D, et al.
Foilsithe / Cruthaithe: (2021) -
Probabilistic programming semantics for name generation
de réir: Sabok, M, et al.
Foilsithe / Cruthaithe: (2021) -
Semantics for probabilistic programming: higher-order functions, continuous distributions, and soft constraints
de réir: Yang, H, et al.
Foilsithe / Cruthaithe: (2016) -
Probabilistic programming with exact conditions
de réir: Stein, D, et al.
Foilsithe / Cruthaithe: (2024) -
Coalgebraic Semantics for Probabilistic Logic Programming
de réir: Tao Gu, et al.
Foilsithe / Cruthaithe: (2021-04-01)