Marco Benjumeda

Publication Activity (10 Years)

Years Active: 2016-2019
Publications (10 Years): 5

Top Topics

Incomplete Data

Partially Observed

Bayesian Networks

Top Venues

Pattern Recognit.

Int. J. Approx. Reason.

Probabilistic Graphical Models

Publications

Marco Benjumeda, Sergio Luengo-Sanchez, Pedro Larrañaga, Concha Bielza
Tractable learning of Bayesian networks from partially observed data. Pattern Recognit. 91 (2019)
Marco Benjumeda, Concha Bielza, Pedro Larrañaga
Learning tractable Bayesian networks in the space of elimination orders. Artif. Intell. 274 (2019)
Marco Benjumeda, Concha Bielza, Pedro Larrañaga
Tractability of most probable explanations in multidimensional Bayesian network classifiers. Int. J. Approx. Reason. 93 (2018)
Marco Benjumeda, Concha Bielza, Pedro Larrañaga
Learning Tractable Multidimensional Bayesian Network Classifiers. Probabilistic Graphical Models (2016)
Marco Benjumeda, Pedro Larrañaga, Concha Bielza
Learning Bayesian networks with low inference complexity. Prog. Artif. Intell. 5 (1) (2016)