Tractable Querying and Learning in Hybrid Domains via Sum-Product Networks

Andreas Bueff, Stefanie Speichert, Vaishak Belle

Probabilistic representations, such as Bayesian and Markov networks, are fundamental to much of statistical machine learning. Thus, learning probabilistic representations directly…