Cozman, Fábio Gagliardi

24 publications

ISIPTA 2023 Markov Conditions and Factorization in Logical Credal Networks Fabio Gagliardi Cozman

ISIPTA 2023 Specifying Credal Sets with Probabilistic Answer Set Programming Denis Deratani Mauá, Fabio Gagliardi Cozman

IJCAI 2018 The Finite Model Theory of Bayesian Networks: Descriptive Complexity Fábio Gagliardi Cozman, Denis Deratani Mauá

JAIR 2017 On the Semantics and Complexity of Probabilistic Logic Programs Fábio Gagliardi Cozman, Denis Deratani Mauá

PGM 2016 Probabilistic Graphical Models Specified by Probabilistic Logic Programs: Semantics and Complexity Fabio Gagliardi Cozman, Denis Deratani Mauá

PGM 2016 The Effect of Combination Functions on the Complexity of Relational Bayesian Networks Denis Deratani Mauá, Fabio Gagliardi Cozman

AAAI 2015 Bayesian Networks Specified Using Propositional and Relational Constructs: Combined, Data, and Domain Complexity Fábio Gagliardi Cozman, Denis Deratani Mauá

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

AAAI 2013 Complexity of Inferences in Polytree-Shaped Semi-Qualitative Probabilistic Networks Cassio Polpo de Campos, Fábio Gagliardi Cozman

UAI 2011 UAI 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011 Fábio Gagliardi Cozman, Avi Pfeffer

UAI 2009 Complexity Analysis and Variational Inference for Interpretation-Based Probabilistic Description Logic Fábio Gagliardi Cozman, Rodrigo Bellizia Polastro

IJCAI 2007 Planning Under Risk and Knightian Uncertainty Felipe W. Trevizan, Fábio Gagliardi Cozman, Leliane Nunes de Barros

UAI 2005 Belief Updating and Learning in Semi-Qualitative Probabilistic Networks Cassio Polpo de Campos, Fábio Gagliardi Cozman

IJCAI 2005 The Inferential Complexity of Bayesian and Credal Networks Cassio Polpo de Campos, Fábio Gagliardi Cozman

UAI 2004 Propositional and Relational Bayesian Networks Associated with Imprecise and Qualitat Fábio Gagliardi Cozman, Cassio Polpo de Campos, Jaime Shinsuke Ide, José Carlos Ferreira da Rocha

UAI 2003 Inference in Polytrees with Sets of Probabilities José Carlos Ferreira da Rocha, Fábio Gagliardi Cozman, Cassio Polpo de Campos

CVPR 2003 Learning Bayesian Network Classifiers for Facial Expression Recognition Using Both Labeled and Unlabeled Data Ira Cohen, Nicu Sebe, Fábio Gagliardi Cozman, Marcelo Cesar Cirelo, Thomas S. Huang

ICML 2003 Semi-Supervised Learning of Mixture Models Fábio Gagliardi Cozman, Ira Cohen, Marcelo Cesar Cirelo

UAI 2002 Inference with Seperately Specified Sets of Probabilities in Credal Networks José Carlos Ferreira da Rocha, Fábio Gagliardi Cozman

UAI 2000 Separation Properties of Sets of Probability Measures Fábio Gagliardi Cozman

UAI 1998 Irrelevance and Independence Relations in Quasi-Bayesian Networks Fábio Gagliardi Cozman

CVPR 1997 Depth from Scattering Fábio Gagliardi Cozman, Eric Krotkov

UAI 1997 Robustness Analysis of Bayesian Networks with Local Convex Sets of Distributions Fábio Gagliardi Cozman

UAI 1996 Quasi-Bayesian Strategies for Efficient Plan Generation: Application to the Planning to Observe Problem Fábio Gagliardi Cozman, Eric Krotkov