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Mazen Melibari

Mazen A. Melibari

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Books and Theses

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2016
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Mazen Melibari:
Directly Learning Tractable Models for Sequential Inference and DecisionMaking. University of Waterloo, Ontario, Canada, 2016

Conference and Workshop Papers

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2016
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Mazen Melibari, Pascal Poupart, Prashant Doshi:
Decision Sum-Product-Max Networks. AAAI 2016: 4234-4235
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Mazen A. Melibari, Pascal Poupart, Prashant Doshi:
Sum-Product-Max Networks for Tractable Decision Making: (Extended Abstract). AAMAS 2016: 1419-1420
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Mazen Melibari, Pascal Poupart, Prashant Doshi:
Sum-Product-Max Networks for Tractable Decision Making. IJCAI 2016: 1846-1852
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Mazen Melibari, Pascal Poupart, Prashant Doshi, George Trimponias:
Dynamic Sum Product Networks for Tractable Inference on Sequence Data. Probabilistic Graphical Models 2016: 345-355
2015
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Han Zhao, Mazen Melibari, Pascal Poupart:
On the Relationship between Sum-Product Networks and Bayesian Networks. ICML 2015: 116-124

Informal and Other Publications

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2015
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Han Zhao, Mazen Melibari, Pascal Poupart:
On the Relationship between Sum-Product Networks and Bayesian Networks. CoRR abs/1501.01239 (2015)
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Mazen Melibari, Pascal Poupart, Prashant Doshi:
Dynamic Sum Product Networks for Tractable Inference on Sequence Data. CoRR abs/1511.04412 (2015)

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