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Scanagatta, Mauro and Corani, Giorgio and De Campos, Cassio Polpo and Zaffalon, Marco (2018) Approximate structure learning for large Bayesian networks. Machine Learning. ISSN 0885-6125 (In Press)
Scanagatta, Mauro and Corani, Giorgio and De Campos, Cassio Polpo and Zaffalon, Marco (2016) Learning treewidth-bounded bayesian networks with thousands of variables. In: NIPS 2016: Advances in Neural Information Processing Systems 29, 05.12.2016-10.12.2016, Barcelona, Spain.
Antonucci, Alessandro and De Campos, Cassio Polpo and Huber, David and Zaffalon, Marco (2015) Approximate credal network updating by linear programming with applications to decision making. International Journal of Approximate Reasoning, 58. 25 - 38. ISSN 0888-613X
Scanagatta, Mauro and De Campos, Cassio Polpo and Corani, Giorgio and Zaffalon, Marco (2015) Learning Bayesian networks with thousands of variables. In: NIPS 2015: Advances in Neural Information Processing Systems 28, 07.12.2015-12.12.2015, Montréal, Canada.
De Campos, Cassio Polpo and Corani, Giorgio and Scanagatta, Mauro and Cuccu, Marco and Zaffalon, Marco (2015) Learning extended tree augmented naive structures. International Journal of Approximate Reasoning.. (In Press)
Mangili, Francesca and Benavoli, Alessio and De Campos, Cassio Polpo and Zaffalon, Marco (2015) Reliable survival analysis based on the Dirichlet Process. Biometrical Journal, 57 (6). pp. 1002-1019.
Antonucci, Alessandro and De Campos, Cassio Polpo and Zaffalon, Marco (2014) Probabilistic Graphical Models. Technical Report UNSPECIFIED
De Campos, Cassio Polpo and Cuccu, Marco and Corani, Giorgio and Zaffalon, Marco (2014) Extended tree augmented naive classifier. In: PGM'14: Proceedings of the Seventh European Workshop on Probabilistic Graphical Models UNSPECIFIED.
De Campos, Cassio Polpo (2013) NP-hardness of MAP in Ternary Tree Bayesian Networks. Technical Report UNSPECIFIED
Mauá, Denis Deratani and De Campos, Cassio Polpo and Zaffalon, Marco (2013) On the complexity of solving polytree-shaped limited memory influence diagrams with binary variables. Artificial Intelligence, 205. pp. 30-38. ISSN 0004-3702
Antonucci, Alessandro and De Campos, Cassio Polpo and Huber, David and Zaffalon, Marco (2013) Approximating credal network inferences by linear programming. In: The 12th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 7-10 July 2013, Utrecht University: Utrecht, The Netherlands.
Mauá, Denis Deratani and De Campos, Cassio Polpo and Benavoli, Alessio and Antonucci, Alessandro (2013) On the Complexity of Strong and Epistemic Credal Networks. In: 29th Conference on Uncertainty in Artificial Intelligence (UAI).
Corani, Giorgio and De Campos, Cassio Polpo (2010) A tree augmented classifier based on extreme imprecise Dirichlet model. International Journal of Approximate Reasoning, 51 (9). pp. 1053-1068. ISSN 0888-613X