On the Hardness of Approximating Distributions with Tractable Probabilistic Models

John Leland, YooJung Choi

A fundamental challenge in probabilistic modeling is to balance expressivity and inference efficiency. Tractable probabilistic models (TPMs) aim to directly address this tradeoff b…