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Denis Deratani Mauá
Denis Deratani Mauá
Professor, Dept. of Computer Science, Institute of Mathematics and Statistics, Universidade de São
Email verificata su usp.br - Home page
Titolo
Citata da
Citata da
Anno
Evaluating credal classifiers by utility-discounted predictive accuracy
M Zaffalon, G Corani, D Mauá
International Journal of Approximate Reasoning 53 (8), 1282-1301, 2012
962012
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
67*2013
Solving limited memory influence diagrams
DD Mauá, CP de Campos, M Zaffalon
Journal of Artificial Intelligence Research 44, 97-140, 2012
462012
The joy of probabilistic answer set programming: semantics, complexity, expressivity, inference
FG Cozman, DD Mauá
International Journal of Approximate Reasoning 125, 218-239, 2020
452020
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
452014
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
442014
Approximation complexity of maximum a posteriori inference in sum-product networks
D Conaty, DD Mauá, CP De Campos
arXiv preprint arXiv:1703.06045, 2017
39*2017
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
332019
On the semantics and complexity of probabilistic logic programs
FG Cozman, DD Mauá
Journal of Artificial Intelligence Research 60, 221-262, 2017
332017
Anytime Marginal MAP Inference
C Campos, DD Maua
29th International Conference on Machine Learning (ICML-12), 1471-1478, 2012
33*2012
Credal sum-product networks
DD Mauá, FG Cozman, D Conaty, CP Campos
Proceedings of the Tenth International Symposium on Imprecise Probability …, 2017
302017
Robustifying sum-product networks
DD Mauá, D Conaty, FG Cozman, K Poppenhaeger, CP de Campos
International Journal of Approximate Reasoning 101, 163-180, 2018
292018
Thirty years of credal networks: Specification, algorithms and complexity
DD Mauá, FG Cozman
International Journal of Approximate Reasoning 126, 133-157, 2020
262020
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
232016
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
222013
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
202012
Solving decision problems with limited information
DD Mauá, C Campos
Advances in Neural Information Processing Systems (NIPS-11), 603-611, 2011
202011
Trading off speed and accuracy in multilabel classification
G Corani, A Antonucci, DD Mauá, S Gabaglio
Probabilistic Graphical Models: 7th European Workshop, PGM 2014, Utrecht …, 2014
192014
The Structure and Complexity of Credal Semantics.
FG Cozman, DD Mauá
PLP@ ILP, 3-14, 2016
182016
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
162012
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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