de Campos, Cassio P.

23 publications

AAAI 2023 Continuous Mixtures of Tractable Probabilistic Models Alvaro H. C. Correia, Gennaro Gala, Erik Quaeghebeur, Cassio P. de Campos, Robert Peharz

PGM 2020 Almost No News on the Complexity of MAP in Bayesian Networks Cassio P. de Campos

NeurIPS 2020 Joints in Random Forests Alvaro Correia, Robert Peharz, Cassio P de Campos

ISIPTA 2019 ISIPTA 2019: Preface Jasper De Bock, Cassio P. de Campos, Gert de Cooman, Erik Quaeghebeur, Gregory Wheeler

ISIPTA 2019 Robustness in Sum-Product Networks with Continuous and Categorical Data Rob de Wit, Cassio P. de Campos, Diarmaid Conaty, Jesus Martinez del Rincon

PGM 2018 Cascading Sum-Product Networks Using Robustness Diarmaid Conaty, Jesús Martínez Del Rincon, Cassio P. De Campos

UAI 2017 Approximation Complexity of Maximum a Posteriori Inference in Sum-Product Networks Diarmaid Conaty, Cassio P. de Campos, Denis Deratani Mauá

AAAI 2017 Learning Bayesian Networks with Incomplete Data by Augmentation Tameem Adel, Cassio P. de Campos

AAAI 2016 Learning Bayesian Networks with Bounded Tree-Width via Guided Search Siqi Nie, Cassio P. de Campos, Qiang Ji

NeurIPS 2016 Learning Treewidth-Bounded Bayesian Networks with Thousands of Variables Mauro Scanagatta, Giorgio Corani, Cassio P de Campos, Marco Zaffalon

NeurIPS 2015 Learning Bayesian Networks with Thousands of Variables Mauro Scanagatta, Cassio P de Campos, Giorgio Corani, Marco Zaffalon

IJCAI 2015 The Complexity of MAP Inference in Bayesian Networks Specified Through Logical Languages Denis Deratani Mauá, Cassio P. de Campos, Fábio Gagliardi Cozman

NeurIPS 2014 Advances in Learning Bayesian Networks of Bounded Treewidth Siqi Nie, Denis D. Maua, Cassio P de Campos, Qiang Ji

NeurIPS 2014 Global Sensitivity Analysis for MAP Inference in Graphical Models Jasper De Bock, Cassio P de Campos, Alessandro Antonucci

JAIR 2014 Probabilistic Inference in Credal Networks: New Complexity Results Denis Deratani Mauá, Cassio P. de Campos, Alessio Benavoli, Alessandro Antonucci

JAIR 2012 Solving Limited Memory Influence Diagrams Denis Deratani Mauá, Cassio P. de Campos, Marco Zaffalon

JMLR 2011 Efficient Structure Learning of Bayesian Networks Using Constraints Cassio P. de Campos, Qiang Ji

IJCAI 2011 Inference with Multinomial Data: Why to Weaken the Prior Strength Cassio P. de Campos, Alessio Benavoli

IJCAI 2011 New Complexity Results for MAP in Bayesian Networks Cassio P. de Campos

AAAI 2010 Properties of Bayesian Dirichlet Scores to Learn Bayesian Network Structures Cassio P. de Campos, Qiang Ji

ICML 2009 Structure Learning of Bayesian Networks Using Constraints Cassio P. de Campos, Zhi Zeng, Qiang Ji

ECCV 2008 Constrained Maximum Likelihood Learning of Bayesian Networks for Facial Action Recognition Cassio P. de Campos, Yan Tong, Qiang Ji

UAI 2008 Strategy Selection in Influence Diagrams Using Imprecise Probabilities Cassio P. de Campos, Qiang Ji