Publications

Denis Deratani Mauá, Cassio Polpo De Campos, Marco Zaffalon (2012). Updating Credal Networks is Approximable in Polynomial Time. International Journal of Approximate Reasoning.
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Denis Deratani Mauá, Cassio Polpo De Campos, Marco Zaffalon (2012). The Complexity of Approximately Solving Influence Diagrams. UAI.
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Denis Deratani Mauá, Cassio Polpo De Campos, Marcos Zaffalon (2012). Solving Limited Memory Influence Diagrams. Journal of Artificial Intelligence Research.
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Marco Zaffalon, Giorgio Corani, Denis Deratani Mauá (2012). Evaluating credal classifiers by utility-discounted predictive accuracy. International Journal of Approximate Reasoning.
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Denis Deratani Mauá, Cassio Polpo De Campos (2012). Anytime Marginal MAP Inference. ICML.
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Denis Deratani Mauá, Cassio Polpo De Campos, Marco Zaffalon (2011). Solving Limited Memory Influence Diagrams. ArXiv e-prints.
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Marco Zaffalon, Giorgio Corani, Denis Deratani Mauá (2011). Utility-Based Accuracy Measures to Empirically Evaluate Credal Classifiers. ISIPTA ‘11: Proceedings of the Seventh International Symposium on Imprecise Probability: Theories and Applications.
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Denis Deratani Mauá, Cassio Polpo De Campos (2011). Solving Decision Problems with Limited Information. NIPS.
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Denis Deratani Mauá, Cassio Polpo De Campos, Marco Zaffalon (2011). A Fully Polynomial Time Approximation Scheme for Updating Credal Networks of Bounded Treewidth and Number of Variable States. ISIPTA ‘11: Proceedings of the Seventh International Symposium on Imprecise Probability: Theories and Applications.
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Denis Deratani Mauá (2009). Topic models on the automatic classification of user reviews.
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