Publications

Fabio Gagliardi Cozman, Denis Deratani Mauá (2015). Bayesian Networks Specified Using Propositional and Relational Constructs: Combined, Data, and Domain Complexity. Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence.
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Fabio H.~S.~Machado, Fabio Gagliardi Cozman, Denis D. Mauá (2015). Bayesian Networks of Bounded Treewith: A Performance Analysis. Anais do XII Encontro Nacional de Inteligência Artificial e Computacional.
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Denis Deratani Mauá, Fabio Gagliardi Cozman (2015). A Tractable Class of Model Counting Problems. Anais do XII Encontro Nacional de Inteligência Artificial e Computacional.
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Giorgio Corani, Alessandro Antonucci, Denis Deratani Mauá, Sandra Gabaglio (2014). Trading off Speed and Accuracy in Multilabel Classification. Proceedings of the Seventh European Workshop on Probabilistic Graphical Models.
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Denis Deratani Mauá, Fabio Gagliardi Cozman (2014). Speeding Up k-Neighborhood Local Search in Limited Memory Influence Diagrams. Proceedings of the 7th European Workshop on Probabilistic Graphical Models.
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Denis Deratani Mauá, Cassio Polpo De Campos, Alessio Benavoli, Alessandro Antonucci (2014). Probabilistic Inference in Credal Networks: New Complexity Results. Journal of Artificial Intelligence Research.
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Denis Deratani Mauá (2014). Equivalences between Maximum a Posteriori Inference in Bayesian Networks and Maximum Expected Utility Computation in Influence Diagrams. Proceedings of the 7th European Workshop on Probabilistic Graphical Models.
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Denis Deratani Mauá, Cassio Polpo De Campos, Alessandro Antonucci (2014). Algorithms for Hidden Markov Models With Imprecisely Specified Parameters. Proccedings of the 2014 Brazilian Conference on Intelligent Systems.
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Siqi Nie, Denis D. Mauá, Cassio Polpo De Campos, Qiang Ji (2014). Advances in Learning Bayesian Networks of Bounded Treewidth. Advances in Neural Information Processing Systems 27.
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Siqi Nie, Denis Deratani Mauá, Cassio Polpo De Campos, Qiang Ji (2014). Advances in Learning Bayesian Networks of Bounded Treewidth.
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