Nonparametric Involutive Markov Chain Monte Carlo

Carol Mak, Fabian Zaiser, Luke Ong

Abstract: A challenging problem in probabilistic programming is to develop inference algorithms that work for arbitrary programs in a universal probabilistic programming language (PPL). We present the nonpar...