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., C. Bielza, and P. Larrañaga, "Learning tractable Bayesian networks in the space of elimination orders", Artificial Intelligence, vol. 274, pp. 66-90, 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.
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 Bayesian networks with low inference complexity", Progress in Artificial Intelligence (no JCR), vol. 5, issue 1, pp. 15-26, 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.
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.