Probabilistic Circuits That Know What They Don't Know

Fabrizio Ventola, Steven Braun, Zhongjie Yu +2

Probabilistic circuits (PCs) are models that allow exact and tractable probabilistic inference. In contrast to neural networks, they are often assumed to be well-calibrated and rob…