2022
Conditionally Tractable Density Estimation using Neural Networks
AISTATS 2022poster
Tractable models such as cutset networks and sum-product networks (SPNs) have become increasingly popular because they have superior predictive performance. Among them, cutset networks, which model the mechanics of Pearl’s cutset conditioning algorithm, demonstrate great scalability and prediction a…