Biblio

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2019
Benjumeda, M., Learning Tractable Bayesian Networks, , (supervised by C. Bielza and P. Larrañaga), Departamento de Inteligencia Artificial, Universidad Politécnica de Madrid, 2019.
Benjumeda, M., S.. Luengo-Sanchez, P. Larrañaga, and C. Bielza, "Tractable learning of Bayesian networks from partially observed data", Pattern Recognition, vol. 91, pp. 190-199, 2019.
Benjumeda, M., C. Bielza, and P. Larrañaga, "Learning tractable Bayesian networks in the space of elimination orders", Artificial Intelligence, vol. 274, pp. 66-90, 2019.
2018
Benjumeda, M., C. Bielza, and P. Larrañaga, "Tractability of Most Probable Explanations in Multidimensional Bayesian Network Classifiers", International Journal of Approximate Reasoning, vol. 93, pp. 74-87, 2018.
2016
Benjumeda, M., C. Bielza, and P. Larrañaga, "Learning tractable multidimensional Bayesian network classifiers", Proceedings of the Eighth International Conference on Probabilistic Graphical Models, vol. 52, pp. 13-24, 2016.
Benjumeda, M., C. Bielza, and P. Larrañaga, "Learning Bayesian networks with low inference complexity", Progress in Artificial Intelligence (no JCR), vol. 5, issue 1, pp. 15-26, 2016.
2014
Benjumeda, M., Learning Bayesian Networks From Data by the Incremental Compilation of Polynomial Trees, , (supervised by C. Bielza and P. Larrañaga), Departamento de Inteligencia Artificial, Universidad Politécnica de Madrid, 2014.