Cassio Polpo de Campos

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 5

Top Topics

Graphical Models

Bayesian Networks

Top Venues

Int. J. Approx. Reason.

Publications

Rafael Rodrigues Mendes Ribeiro, Jordão Natal de Oliveira Júnior, Cassio Polpo de Campos, Carlos Dias Maciel
Conditional probability table limit-based quantization for Bayesian networks: model quality, data fidelity and structure score. Appl. Intell. 54 (6) (2024)
Denis Deratani Mauá, Cassio Polpo de Campos
Special Issue on Robustness in Probabilistic Graphical Models. Int. J. Approx. Reason. 137 (2021)
Mauro Scanagatta, Giorgio Corani, Cassio Polpo de Campos, Marco Zaffalon
Approximate structure learning for large Bayesian networks. Mach. Learn. 107 (8-10) (2018)
Denis Deratani Mauá, Diarmaid Conaty, Fábio Gagliardi Cozman, Katja Poppenhaeger, Cassio Polpo de Campos
Robustifying sum-product networks. Int. J. Approx. Reason. 101 (2018)
Denis Deratani Mauá, Alessandro Antonucci, Cassio Polpo de Campos
Hidden Markov models with set-valued parameters. Neurocomputing 180 (2016)
Denis Deratani Mauá, Cassio Polpo de Campos, Alessandro Antonucci
Algorithms for Hidden Markov Models with Imprecisely Specified Parameters. BRACIS (2014)
Cassio Polpo de Campos, Georgios Stamoulis, Dennis Weyland
The Computational Complexity of Stochastic Optimization. ISCO (2014)
Fábio Gagliardi Cozman, Cassio Polpo de Campos
Kuznetsov independence for interval-valued expectations and sets of probability distributions: Properties and algorithms. Int. J. Approx. Reason. 55 (2) (2014)
Siqi Nie, Denis Deratani Mauá, Cassio Polpo de Campos, Qiang Ji
Advances in Learning Bayesian Networks of Bounded Treewidth. CoRR (2014)
Denis Deratani Mauá, Cassio Polpo de Campos, Alessio Benavoli, Alessandro Antonucci
On the Complexity of Strong and Epistemic Credal Networks. CoRR (2013)
Denis Deratani Mauá, Cassio Polpo de Campos, Alessio Benavoli, Alessandro Antonucci
On the Complexity of Strong and Epistemic Credal Networks. UAI (2013)
Cassio Polpo de Campos, Fábio Gagliardi Cozman
Complexity of Inferences in Polytree-shaped Semi-Qualitative Probabilistic Networks. AAAI (2013)
Denis Deratani Mauá, Cassio Polpo de Campos, Marco Zaffalon
On the complexity of solving polytree-shaped limited memory influence diagrams with binary variables. Artif. Intell. 205 (2013)
Cassio Polpo de Campos, Fábio Gagliardi Cozman
Belief Updating and Learning in Semi-Qualitative Probabilistic Networks CoRR (2012)
Denis Deratani Mauá, Cassio Polpo de Campos
Anytime Marginal MAP Inference. ICML (2012)
Cassio Polpo de Campos, Qiang Ji
Strategy Selection in Influence Diagrams using Imprecise Probabilities CoRR (2012)
José Carlos Ferreira da Rocha, Fábio Gagliardi Cozman, Cassio Polpo de Campos
Inference in Polytrees with Sets of Probabilities CoRR (2012)
Denis Deratani Mauá, Cassio Polpo de Campos, Marco Zaffalon
The Complexity of Approximately Solving Influence Diagrams CoRR (2012)
Fábio Gagliardi Cozman, Cassio Polpo de Campos, Jaime Shinsuke Ide, José Carlos Ferreira da Rocha
Propositional and Relational Bayesian Networks Associated with Imprecise and Qualitative Probabilistic Assesments CoRR (2012)
Denis Deratani Mauá, Cassio Polpo de Campos, Marco Zaffalon
The Complexity of Approximately Solving Influence Diagrams. UAI (2012)
Denis Deratani Mauá, Cassio Polpo de Campos
Solving Decision Problems with Limited Information. NIPS (2011)
José Carlos Ferreira da Rocha, Alaine Margarete Guimarães, Cassio Polpo de Campos
Integração de evidências em redes credais e a regra de Jeffrey. RITA 18 (2) (2011)
Denis Deratani Mauá, Cassio Polpo de Campos, Marco Zaffalon
Solving Limited Memory Influence Diagrams CoRR (2011)
Cassio Polpo de Campos, Fábio Gagliardi Cozman, José Eduardo Ochoa Luna
Assembling a consistent set of sentences in relational probabilistic logic with stochastic independence. J. Appl. Log. 7 (2) (2009)
Fábio Gagliardi Cozman, Cassio Polpo de Campos, José Carlos Ferreira da Rocha
Probabilistic logic with independence. Int. J. Approx. Reason. 49 (1) (2008)
Cassio Polpo de Campos, Fábio Gagliardi Cozman
Computing lower and upper expectations under epistemic independence. Int. J. Approx. Reason. 44 (3) (2007)
Cassio Polpo de Campos, Fábio Gagliardi Cozman
Belief Updating and Learning in Semi-Qualitative Probabilistic Networks. UAI (2005)
Cassio Polpo de Campos, Fábio Gagliardi Cozman
The Inferential Complexity of Bayesian and Credal Networks. IJCAI (2005)
Cassio Polpo de Campos, Fábio Gagliardi Cozman
Computing Lower and Upper Expectations under Epistemic Independence. ISIPTA (2005)
Fábio Gagliardi Cozman, Cassio Polpo de Campos, Jaime Shinsuke Ide, José Carlos Ferreira da Rocha
Propositional and Relational Bayesian Networks Associated with Imprecise and Qualitat. UAI (2004)
José Carlos Ferreira da Rocha, Fábio Gagliardi Cozman, Cassio Polpo de Campos
Inference in Polytrees with Sets of Probabilities. UAI (2003)