Cassio Polpo de Campos

32 papers A* 3A 5C 1Journal 19Unranked 3

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Conditional probability table limit-based quantization for Bayesian networks: model quality, data fidelity and structure score. Appl. Intell. Rafael Rodrigues Mendes Ribeiro, Jordão Natal de Oliveira Júnior, Cassio Polpo de Campos, Carlos Dias Maciel
2021	J	`jnl`	Special Issue on Robustness in Probabilistic Graphical Models. Int. J. Approx. Reason. Denis Deratani Mauá, Cassio Polpo de Campos
2018	J	`jnl`	Approximate structure learning for large Bayesian networks. Mach. Learn. Mauro Scanagatta, Giorgio Corani, Cassio Polpo de Campos, Marco Zaffalon
2018	J	`jnl`	Robustifying sum-product networks. Int. J. Approx. Reason. Denis Deratani Mauá, Diarmaid Conaty, Fábio Gagliardi Cozman, Katja Poppenhaeger, Cassio Polpo de Campos
2016	J	`jnl`	Hidden Markov models with set-valued parameters. Neurocomputing Denis Deratani Mauá, Alessandro Antonucci, Cassio Polpo de Campos
2016	—	`ed.`	Probabilistic Graphical Models - Eighth International Conference, PGM 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings Probabilistic Graphical Models Alessandro Antonucci, Giorgio Corani, Cassio Polpo de Campos
2014	J	`jnl`	Advances in Learning Bayesian Networks of Bounded Treewidth. CoRR Siqi Nie, Denis Deratani Mauá, Cassio Polpo de Campos, Qiang Ji
2014	—	`conf`	Algorithms for Hidden Markov Models with Imprecisely Specified Parameters. BRACIS Denis Deratani Mauá, Cassio Polpo de Campos, Alessandro Antonucci
2014	J	`jnl`	Kuznetsov independence for interval-valued expectations and sets of probability distributions: Properties and algorithms. Int. J. Approx. Reason. Fábio Gagliardi Cozman, Cassio Polpo de Campos
2014	C	`conf`	The Computational Complexity of Stochastic Optimization. ISCO Cassio Polpo de Campos, Georgios Stamoulis, Dennis Weyland
2013	A*	`conf`	Complexity of Inferences in Polytree-shaped Semi-Qualitative Probabilistic Networks. AAAI Cassio Polpo de Campos, Fábio Gagliardi Cozman
2013	A	`conf`	On the Complexity of Strong and Epistemic Credal Networks. UAI Denis Deratani Mauá, Cassio Polpo de Campos, Alessio Benavoli, Alessandro Antonucci
2013	J	`jnl`	On the Complexity of Strong and Epistemic Credal Networks. CoRR Denis Deratani Mauá, Cassio Polpo de Campos, Alessio Benavoli, Alessandro Antonucci
2013	J	`jnl`	On the complexity of solving polytree-shaped limited memory influence diagrams with binary variables. Artif. Intell. Denis Deratani Mauá, Cassio Polpo de Campos, Marco Zaffalon
2012	A*	`conf`	Anytime Marginal MAP Inference. ICML Denis Deratani Mauá, Cassio Polpo de Campos
2012	J	`jnl`	Belief Updating and Learning in Semi-Qualitative Probabilistic Networks CoRR Cassio Polpo de Campos, Fábio Gagliardi Cozman
2012	J	`jnl`	Inference in Polytrees with Sets of Probabilities CoRR José Carlos Ferreira da Rocha, Fábio Gagliardi Cozman, Cassio Polpo de Campos
2012	J	`jnl`	Propositional and Relational Bayesian Networks Associated with Imprecise and Qualitative Probabilistic Assesments CoRR Fábio Gagliardi Cozman, Cassio Polpo de Campos, Jaime Shinsuke Ide, José Carlos Ferreira da Rocha
2012	J	`jnl`	Strategy Selection in Influence Diagrams using Imprecise Probabilities CoRR Cassio Polpo de Campos, Qiang Ji
2012	J	`jnl`	The Complexity of Approximately Solving Influence Diagrams CoRR Denis Deratani Mauá, Cassio Polpo de Campos, Marco Zaffalon
2012	A	`conf`	The Complexity of Approximately Solving Influence Diagrams. UAI Denis Deratani Mauá, Cassio Polpo de Campos, Marco Zaffalon
2011	J	`jnl`	Integração de evidências em redes credais e a regra de Jeffrey. RITA José Carlos Ferreira da Rocha, Alaine Margarete Guimarães, Cassio Polpo de Campos
2011	—	`conf`	Solving Decision Problems with Limited Information. NIPS Denis Deratani Mauá, Cassio Polpo de Campos
2011	J	`jnl`	Solving Limited Memory Influence Diagrams CoRR Denis Deratani Mauá, Cassio Polpo de Campos, Marco Zaffalon
2009	J	`jnl`	Assembling a consistent set of sentences in relational probabilistic logic with stochastic independence. J. Appl. Log. Cassio Polpo de Campos, Fábio Gagliardi Cozman, José Eduardo Ochoa Luna
2008	J	`jnl`	Probabilistic logic with independence. Int. J. Approx. Reason. Fábio Gagliardi Cozman, Cassio Polpo de Campos, José Carlos Ferreira da Rocha
2007	J	`jnl`	Computing lower and upper expectations under epistemic independence. Int. J. Approx. Reason. Cassio Polpo de Campos, Fábio Gagliardi Cozman
2005	A	`conf`	Belief Updating and Learning in Semi-Qualitative Probabilistic Networks. UAI Cassio Polpo de Campos, Fábio Gagliardi Cozman
2005	—	`conf`	Computing Lower and Upper Expectations under Epistemic Independence. ISIPTA Cassio Polpo de Campos, Fábio Gagliardi Cozman
2005	A*	`conf`	The Inferential Complexity of Bayesian and Credal Networks. IJCAI Cassio Polpo de Campos, Fábio Gagliardi Cozman
2004	A	`conf`	Propositional and Relational Bayesian Networks Associated with Imprecise and Qualitat. UAI Fábio Gagliardi Cozman, Cassio Polpo de Campos, Jaime Shinsuke Ide, José Carlos Ferreira da Rocha
2003	A	`conf`	Inference in Polytrees with Sets of Probabilities. UAI José Carlos Ferreira da Rocha, Fábio Gagliardi Cozman, Cassio Polpo de Campos