Mazen A. Melibari
PhD Candidate in Artificial Intelligence (Machine Learning), Computer Science, University of Waterloo
Research Interests
My research interests revolve around artificial intelligence, machine learning, and computational thinking.
Publications
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Bayesian Online Discriminative Learning For Sum-Product Networks
Mazen Melibari, Pascal Poupart
(Working Paper)
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A Tractable Model For Partially Observable Multi-Armed Bandit Problems
Mazen Melibari, Pascal Poupart
(Working Paper)
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Dynamic Sum Product Networks for Tractable Inference on Sequence Data
[PDF]
Mazen Melibari, Pascal Poupart, Prashant Doshi
(Under Review) International Conference on Machine Learning (ICML), New York City, USA, 2016.
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Sum-Product-Max Networks for Tractable Decision Making
[PDF]
Mazen Melibari, Pascal Poupart, Prashant Doshi
International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Singapore, 2016.
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Decision Sum-Product-Max Networks
[PDF]
Mazen Melibari, Pascal Poupart, Prashant Doshi
Association for the Advancement of Artificial Intelligence (AAAI), Phoenix, Arizona, 2016
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On the Relationship between Sum-Product Networks and Bayesian Networks.
[PDF]
Han Zhao, Mazen Melibari, Pascal Poupart
International Conference on Machine Learning (ICML), Lille, France, 2015.