Deep Amortized Inference for Probabilistic Programs

Daniel Ritchie, Paul Horsfall, Noah D. Goodman

Probabilistic programming languages (PPLs) are a powerful modeling tool, able to represent any computable probability distribution. Unfortunately, probabilistic program inference i…