Sum-Product Network Decompilation

Cory J. Butz, Jhonatan de S. Oliveira, Robert Peharz

Abstract: There exists a dichotomy between classical probabilistic graphical models, such as Bayesian networks (BNs), and modern tractable models, such as sum-product networks (SPNs). The former generally ha...