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Peharz, R., Gens R., Pernkopf F., & Domingos P. (2016).  On the Latent Variable Interpretation in Sum-Product Networks. IEEE Transactions on Pattern Analysis and Machine Intelligence.  Download: 1601.06180.pdf (649.55 KB)
Peharz, R., Gens R., & Domingos P. (2014).  Learning Selective Sum-Product Networks. ICML Workshop on Learning Tractable Probabilistic Models.