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Mazen Melibari

3 papers · 2015–2016 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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๐ŸŒ Conference Polyglot ยท Bronze ๐ŸŒ‰ Interdisciplinary Bridge ยท Bronze ๐Ÿฃ Hot Topic Early Bird ๐Ÿš€ Conference Pioneer ๐Ÿ“ˆ Trend Setter

Venues

ICML (1) IJCAI (1) PGM (1)

Top co-authors

Pascal Poupart (3) Prashant Doshi (2) Han Zhao (1) George Trimponias (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Bayesian & Probabilistic ยท Artificial Intelligence (2) Core Methods (2) Data Science & Analytics (1) Deep Learning (1) Bayesian & Probabilistic ยท Machine Learning (1) Learning Types (1) Methods (1) Models (1)

Keywords

sum-product network (2) probabilistic inference (2) tractable inference (1) bayesian network (1) probabilistic model (1) graphical model (1) probabilistic graphical model (1) sequence model (1) dynamic bayesian network (1) dynamic model (1) tractable model (1) template network (1) structure learning (1) sequence data (1) variable elimination (1)

Papers

Dynamic Sum Product Networks for Tractable Inference on Sequence Data PGM 2016 Sum-Product-Max Networks for Tractable Decision Making IJCAI 2016 On the Relationship between Sum-Product Networks and Bayesian Networks ICML 2015