Top-Down Bayesian Posterior Sampling for Sum-Product Networks

Soma Yokoi, Issei Sato

Sum-product networks (SPNs) are probabilistic models characterized by exact and fast evaluation of fundamental probabilistic operations. Its superior computational tractability has…