Probabilistic Circuits as Reasoning Machines in Artificial Intelligence (Part I)

Robert Peharz

This cumulative habilitation thesis studies probabilistic circuits (PCs) as a powerful and tractable framework for reasoning and learning under uncertainty in artificial intelligen…