Denis Deratani Mauá
Denis Deratani Mauá
Professor, Dept. of Computer Science, Institute of Mathematics and Statistics, Universidade de São
Verifierad e-postadress på usp.br - Startsida
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An Ensemble of Bayesian Networks for Multilabel Classification
A Alessandro, G Corani, D Mauá, S Gabaglio
Twenty-Third International Joint Conference on Artificial Intelligence, 1220 …, 2013
54*2013
Evaluating credal classifiers by utility-discounted predictive accuracy
M Zaffalon, G Corani, D Mauá
International Journal of Approximate Reasoning 53 (8), 1282-1301, 2012
512012
Advances in learning Bayesian networks of bounded treewidth
S Nie, DD Mauá, CP de Campos, Q Ji
arXiv preprint arXiv:1406.1411, 2014
332014
Solving limited memory influence diagrams
DD Mauá, CP De Campos, M Zaffalon
Journal of Artificial Intelligence Research 44, 97-140, 2012
332012
Probabilistic inference in credal networks: new complexity results
DD Mauá, CP De Campos, A Benavoli, A Antonucci
Journal of Artificial Intelligence Research 50, 603-637, 2014
312014
Anytime Marginal MAP Inference
C Campos, DD Maua
29th International Conference on Machine Learning (ICML-12), 1471-1478, 2012
27*2012
Approximation complexity of maximum a posteriori inference in sum-product networks
D Conaty, DD Mauá, CP De Campos
arXiv preprint arXiv:1703.06045, 2017
232017
Equivalences between maximum a posteriori inference in bayesian networks and maximum expected utility computation in influence diagrams
DD Mauá
International Journal of Approximate Reasoning 68, 211-229, 2016
202016
Trading off speed and accuracy in multilabel classification
G Corani, A Antonucci, DD Mauá, S Gabaglio
European Workshop on Probabilistic Graphical Models, 145-159, 2014
192014
On the Complexity of Strong and Epistemic Credal Networks
DD Mauá, CP de Campos, A Benavoli, A Antonucci
29th Conference on Uncertainty in Artificial Intelligence (UAI-13), 391-400, 2013
192013
Updating credal networks is approximable in polynomial time
DD Mauá, CP De Campos, M Zaffalon
International Journal of Approximate Reasoning 53 (8), 1183-1199, 2012
182012
Solving decision problems with limited information
DD Mauá, C Campos
Advances in Neural Information Processing Systems (NIPS-11), 603-611, 2011
172011
Credal sum-product networks
DD Mauá, FG Cozman, D Conaty, CP Campos
Proceedings of the Tenth International Symposium on Imprecise Probability …, 2017
162017
On the semantics and complexity of probabilistic logic programs
FG Cozman, DD Mauá
Journal of Artificial Intelligence Research 60, 221-262, 2017
152017
Utility-based accuracy measures to empirically evaluate credal classifiers
M Zaffalon, G Corani, D Mauá
Seventh International Symposium on Imprecise Probability: Theories and …, 2011
152011
Bayesian Networks Specified Using Propositional and Relational Constructs: Combined, Data, and Domain Complexity
FG Cozman, DD Maua
Twenty-Ninth AAAI Conference on Artificial Intelligence, 3519-3525, 2015
142015
The Complexity of Approximately Solving Influence Diagrams
DD Mauá, CP de Campos, M Zaffalon
Twenty-Eighth Conference on Uncertainty in Artificial Intelligence (UAI-12 …, 2012
132012
Robustifying sum-product networks
DD Mauá, D Conaty, FG Cozman, K Poppenhaeger, CP de Campos
International Journal of Approximate Reasoning 101, 163-180, 2018
122018
On the complexity of solving polytree-shaped limited memory influence diagrams with binary variables
DD Mauá, CP De Campos, M Zaffalon
Artificial Intelligence 205, 30-38, 2013
122013
Hidden Markov models with set-valued parameters
DD Maua, A Antonucci, CP de Campos
Neurocomputing 180, 94-107, 2016
112016
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Artiklar 1–20