Dynamic Sum Product Networks for Tractable Inference on Sequence Data (Extended Version)

Mazen Melibari, Pascal Poupart, Prashant Doshi +1

Sum-Product Networks (SPN) have recently emerged as a new class of tractable probabilistic graphical models. Unlike Bayesian networks and Markov networks where inference may be exp…