On the Relationship between Sum-Product Networks and Bayesian Networks. - Han Zhao 002; Mazen Melibari; Pascal Poupart (ICML, 2015)

Dynamic Sum Product Networks for Tractable Inference on Sequence Data. - Mazen Melibari; Pascal Poupart; Prashant Doshi (CoRR, 2015)

Decision Sum-Product-Max Networks. - Mazen Melibari; Pascal Poupart; Prashant Doshi (AAAI, 2016)

Sum-Product-Max Networks for Tractable Decision Making: (Extended Abstract). - Mazen A. Melibari; Pascal Poupart; Prashant Doshi (AAMAS, 2016)

Sum-Product-Max Networks for Tractable Decision Making. - Mazen Melibari; Pascal Poupart; Prashant Doshi (IJCAI, 2016)

Dynamic Sum Product Networks for Tractable Inference on Sequence Data. - Mazen Melibari; Pascal Poupart; Prashant Doshi; George Trimponias (Probabilistic Graphical Models, 2016)

Directly Learning Tractable Models for Sequential Inference and DecisionMaking. - Mazen Melibari (2016)