Discrete-Continuous Mixtures in Probabilistic Programming: Generalized Semantics and Inference Algorithms

Yi Wu, Siddharth Srivastava, Nicholas Hay, Simon Du, Stuart J. Russell

Abstract: Despite the recent successes of probabilistic programming languages (PPLs) in AI applications, PPLs offer only limited support for random variables whose distributions combine discrete and continuo...