Mazen Melibari

According to our database, Mazen Melibari authored at least 7 papers between 2015 and 2016.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2016

Directly Learning Tractable Models for Sequential Inference and DecisionMaking.

Mazen Melibari

PhD thesis, 2016

Dynamic Sum Product Networks for Tractable Inference on Sequence Data.

Mazen Melibari, Pascal Poupart, Prashant Doshi, George Trimponias

Proceedings of the Probabilistic Graphical Models - Eighth International Conference, 2016

Sum-Product-Max Networks for Tractable Decision Making.

Mazen Melibari, Pascal Poupart, Prashant Doshi

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Sum-Product-Max Networks for Tractable Decision Making: (Extended Abstract).

Mazen A. Melibari, Pascal Poupart, Prashant Doshi

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

Decision Sum-Product-Max Networks.

Mazen Melibari, Pascal Poupart, Prashant Doshi

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Dynamic Sum Product Networks for Tractable Inference on Sequence Data.

Mazen Melibari, Pascal Poupart, Prashant Doshi

CoRR, 2015

On the Relationship between Sum-Product Networks and Bayesian Networks.

Han Zhao, Mazen Melibari, Pascal Poupart

Proceedings of the 32nd International Conference on Machine Learning, 2015