On the Latent Variable Interpretation in Sum-Product Networks

Robert Peharz, Robert Gens, Franz Pernkopf +1

One of the central themes in Sum-Product networks (SPNs) is the interpretation of sum nodes as marginalized latent variables (LVs). This interpretation yields an increased syntacti…