Reversible Jump Probabilistic Programming

1 code implementation • 16 Apr 2019 • David A. Roberts, Marcus Gallagher, Thomas Taimre

In this paper we present a method for automatically deriving a Reversible Jump Markov chain Monte Carlo sampler from probabilistic programs that specify the target and proposal distributions.

Code Generation Probabilistic Programming