Georgios Trimponias

Online Structure Learning for Feed-Forward and Recurrent Sum-Product Networks

Sum-product networks have recently emerged as an attractive representation due to their dual view as a special type of deep neural network with clear semantics and a special type of probabilistic graphical model for which inference is always tractable. Those properties follow from some conditions (i…