Two Reformulation Approaches to Maximum-A-Posteriori Inference in Sum-Product Networks

Denis Deratani Mauá, Heitor Ribeiro Reis, Gustavo Perez Katague, Alessandro Antonucci 0001. Two Reformulation Approaches to Maximum-A-Posteriori Inference in Sum-Product Networks. In Manfred Jaeger, Thomas Dyhre Nielsen, editors, International Conference on Probabilistic Graphical Models, PGM 2020, 23-25 September 2020, Aalborg, Hotel Comwell Rebild Bakker, Skørping, Denmark. Volume 138 of Proceedings of Machine Learning Research, pages 293-304, PMLR, 2020. [doi]

Abstract

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