Equivalences between maximum a posteriori inference in Bayesian networks and maximum expected utility computation in influence diagrams

Author:

Mauá Denis DerataniORCID

Funder

FAPESP

Publisher

Elsevier BV

Subject

Applied Mathematics,Artificial Intelligence,Theoretical Computer Science,Software

Reference52 articles.

1. Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference;Pearl,1988

2. Complexity results and approximation strategies for MAP explanations;Park;J. Artif. Intell. Res.,2004

3. Probabilistic Graphical Models;Koller,2009

4. An ensemble of Bayesian networks for multilabel classification;Antonucci,2013

5. Approximating MAP using local search;Park,2001

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