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Denis Deratani Mauá
Denis Deratani Mauá
Professor, Dept. of Computer Science, Institute of Mathematics and Statistics, Universidade de São
Verified email at usp.br - Homepage
Title
Cited by
Cited by
Year
Evaluating credal classifiers by utility-discounted predictive accuracy
M Zaffalon, G Corani, D Mauá
International Journal of Approximate Reasoning 53 (8), 1282-1301, 2012
612012
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
60*2013
Solving limited memory influence diagrams
DD Mauá, CP de Campos, M Zaffalon
Journal of Artificial Intelligence Research 44, 97-140, 2012
402012
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
362014
Advances in learning Bayesian networks of bounded treewidth
S Nie, DD Mauá, CP De Campos, Q Ji
Advances in neural information processing systems 27, 2014
342014
Anytime Marginal MAP Inference
C Campos, DD Maua
29th International Conference on Machine Learning (ICML-12), 1471-1478, 2012
28*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
27*2017
Credal sum-product networks
DD Mauá, FG Cozman, D Conaty, CP Campos
Proceedings of the Tenth International Symposium on Imprecise Probability …, 2017
202017
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
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
202013
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
Solving decision problems with limited information
DD Mauá, C Campos
Advances in Neural Information Processing Systems (NIPS-11), 603-611, 2011
192011
Deep reactive policies for planning in stochastic nonlinear domains
TP Bueno, LN de Barros, DD Mauá, S Sanner
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 7530-7537, 2019
182019
On the semantics and complexity of probabilistic logic programs
FG Cozman, DD Mauá
Journal of Artificial Intelligence Research 60, 221-262, 2017
182017
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
Utility-based accuracy measures to empirically evaluate credal classifiers
M Zaffalon, G Corani, D Mauá
Seventh International Symposium on Imprecise Probability: Theories and …, 2011
162011
Robustifying sum-product networks
DD Mauá, D Conaty, FG Cozman, K Poppenhaeger, CP de Campos
International Journal of Approximate Reasoning 101, 163-180, 2018
152018
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
152015
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
142012
The complexity of MAP inference in Bayesian networks specified through logical languages
DD Mauá, CP De Campos, FG Cozman
International Joint Conference on Artificial Intelligence 24, 889-895, 2015
132015
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