Probabilistic Circuits (PCs) have emerged as an efficient framework for representing and
learning complex probability distributions. Nevertheless, the existing body of research on …

This work addresses integrating probabilistic propositional logic constraints into the
distribution encoded by a probabilistic circuit (PC). PCs are a class of tractable models that …