Composing Modeling and Inference Operations with Probabilistic Program Combinators

Eli Sennesh, Adam Ścibior, Hao Wu +1

Probabilistic programs with dynamic computation graphs can define measures over sample spaces with unbounded dimensionality, which constitute programmatic analogues to Bayesian non…