Denis Deratani Mauá

Available identifiers

zbMath Open maua.denis-derataniMaRDI QIDQ490441

List of research outcomes

Publication	Date of Publication	Type
Closed-Form Solutions in Learning Probabilistic Logic Programs by Exact Score Maximization	2022-11-04	Paper
Cautious classification with data missing not at random using generative random forests	2022-06-15	Paper
Efficient algorithms for risk-sensitive Markov decision processes with limited budget	2021-12-13	Paper
Tractable inference in credal sentential decision diagrams	2020-10-22	Paper
The joy of probabilistic answer set programming: semantics, complexity, expressivity, inference	2020-10-22	Paper
Thirty years of credal networks: specification, algorithms and complexity	2020-10-22	Paper
Efficient algorithms for robustness analysis of maximum a posteriori inference in selective sum-product networks	2020-10-22	Paper
Complexity results for probabilistic answer set programming	2020-02-26	Paper
The finite model theory of Bayesian network specifications: descriptive complexity and zero/one laws	2019-12-30	Paper
Speeding up parameter and rule learning for acyclic probabilistic logic programs	2019-06-27	Paper
Robustifying sum-product networks	2019-02-20	Paper
The complexity of Bayesian networks specified by propositional and relational languages	2019-01-18	Paper
On the Semantics and Complexity of Probabilistic Logic Programs	2017-10-24	Paper
The effect of combination functions on the complexity of relational Bayesian networks	2017-10-11	Paper
The descriptive complexity of Bayesian network specifications	2017-09-05	Paper
The complexity of inferences and explanations in probabilistic logic programming	2017-09-05	Paper
On the complexity of propositional and relational credal networks	2017-03-29	Paper
Equivalences between maximum a posteriori inference in Bayesian networks and maximum expected utility computation in influence diagrams	2015-12-03	Paper
Fast local search methods for solving limited memory influence diagrams	2015-12-03	Paper
On the complexity of solving polytree-shaped limited memory influence diagrams with binary variables	2015-08-27	Paper
Trading off Speed and Accuracy in Multilabel Classification	2015-01-14	Paper
Equivalences between Maximum a Posteriori Inference in Bayesian Networks and Maximum Expected Utility Computation in Influence Diagrams	2015-01-14	Paper
Speeding Up k-Neighborhood Local Search in Limited Memory Influence Diagrams	2015-01-14	Paper
Probabilistic Inference in Credal Networks: New Complexity Results	2014-07-30	Paper
Updating credal networks is approximable in polynomial time	2013-06-13	Paper
Evaluating credal classifiers by utility-discounted predictive accuracy	2013-06-13	Paper
Solving Limited Memory Influence Diagrams	2012-08-27	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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