Universal Marginaliser for Deep Amortised Inference for Probabilistic Programs

Robert Walecki, Kostis Gourgoulias, Adam Baker +7

Probabilistic programming languages (PPLs) are powerful modelling tools which allow to formalise our knowledge about the world and reason about its inherent uncertainty. Inference…