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On the Latent Variable Interpretation in Sum-Product Networks


Oct 28, 2016
Robert Peharz, Robert Gens, Franz Pernkopf, Pedro Domingos

* Revised version, accepted for publication in IEEE Transactions on Machine Intelligence and Pattern Analysis (TPAMI). Shortened and revised Section 4: Thanks to our reviewers, pointing out that Theorem 2 holds for selective SPNs. Added paragraph in Section 2.1, relating sizes of original/augmented SPNs. Fixed typos, rephrased sentences, revised references 

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