Bayesian Structure Scores for Probabilistic Circuits

Yang Yang, Gennaro Gala, Robert Peharz

Probabilistic circuits (PCs) are a prominent representation of probability distributions with tractable inference. While parameter learning in PCs is rigorously studied, structure…