Output-Sensitive Adaptive Metropolis-Hastings for Probabilistic Programs

David Tolpin, Jan Willem van de Meent, Brooks Paige +1

We introduce an adaptive output-sensitive Metropolis-Hastings algorithm for probabilistic models expressed as programs, Adaptive Lightweight Metropolis-Hastings (AdLMH). The algori…