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All publications by Cassio Campos
authors venues years



Learning Bayesian Networks with Thousands of Variables
Mauro Scanagatta, Cassio Campos, Giorgio Corani and Marco Zaffalon
Advances in Neural Information Processing Systems 28, 2015


Advances in Learning Bayesian Networks of Bounded Treewidth
Siqi Nie, Denis D. Maua, Cassio Campos and Qiang Ji
Advances in Neural Information Processing Systems 27, 2014


Global Sensitivity Analysis for MAP Inference in Graphical Models
Jasper D. Bock, Cassio Campos and Alessandro Antonucci
Advances in Neural Information Processing Systems 27, 2014


Anytime Marginal MAP Inference
Cassio Campos and Denis D. Maua
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Solving Decision Problems with Limited Information
Denis D. Maua and Cassio Campos
Advances in Neural Information Processing Systems 24, 2011


Structure learning of Bayesian networks using constraints
Cassio Campos, Zhi Zeng and Qiang Ji
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009