Learning Arbitrary Sum-Product Network Leaves with Expectation-Maximization

Mattia Desana, Christoph Schnörr

Sum-Product Networks with complex probability distribution at the leaves have been shown to be powerful tractable-inference probabilistic models. However, while learning the intern…