Jekyll2023-02-08T10:41:35+00:00https://proceedings.mlr.press/v52/feed.xmlProceedings of Machine Learning ResearchProceedings of the Eighth International Conference on Probabilistic Graphical Models
Held in Lugano, Switzerland on 06-09 September 2016
Published as Volume 52 by the Proceedings of Machine Learning Research on 15 August 2016.
Volume Edited by:
Alessandro Antonucci
Giorgio Corani
Cassio Polpo Campos}
Series Editors:
Neil D. Lawrence
Mark Reid
PMLRProceedings of the Eighth International Conference on Probabilistic Graphical Models2016-08-15T00:00:00+00:002016-08-15T00:00:00+00:00https://proceedings.mlr.press/v52/aaa_preface[{"given"=>"Alessandro", "family"=>"Antonucci"}, {"given"=>"Giorgio", "family"=>"Corani"}, {"given"=>"Cassio Polpo", "family"=>"Campos"}]Regime Aware Learning2016-08-15T00:00:00+00:002016-08-15T00:00:00+00:00https://proceedings.mlr.press/v52/bendtsen16[{"given"=>"Marcus", "family"=>"Bendtsen"}]Learning Tractable Multidimensional Bayesian Network Classifiers2016-08-15T00:00:00+00:002016-08-15T00:00:00+00:00https://proceedings.mlr.press/v52/benjumeda16[{"given"=>"Marco", "family"=>"Benjumeda"}, {"given"=>"Concha", "family"=>"Bielza"}, {"given"=>"Pedro", "family"=>"Larrañaga"}]Bayesian Matrix Factorization with Non-Random Missing Data using Informative Gaussian Process Priors and Soft Evidences2016-08-15T00:00:00+00:002016-08-15T00:00:00+00:00https://proceedings.mlr.press/v52/bolgar16[{"given"=>"Bence", "family"=>"Bolgár"}, {"given"=>"Péter", "family"=>"Antal"}]Bayesian Networks: a Combined Tuning Heuristic2016-08-15T00:00:00+00:002016-08-15T00:00:00+00:00https://proceedings.mlr.press/v52/bolt16[{"given"=>"Janneke H.", "family"=>"Bolt"}]Learning Complex Uncertain States Changes via Asymmetric Hidden Markov Models: an Industrial Case2016-08-15T00:00:00+00:002016-08-15T00:00:00+00:00https://proceedings.mlr.press/v52/bueno16[{"given"=>"Marcos L.P.", "family"=>"Bueno"}, {"given"=>"Arjen", "family"=>"Hommersom"}, {"given"=>"Peter J.F.", "family"=>"Lucas"}, {"given"=>"Sicco", "family"=>"Verwer"}, {"given"=>"Alexis", "family"=>"Linard"}]On Bayesian Network Inference with Simple Propagation2016-08-15T00:00:00+00:002016-08-15T00:00:00+00:00https://proceedings.mlr.press/v52/butz16a[{"given"=>"Cory J.", "family"=>"Butz"}, {"given"=>"Jhonatan S.", "family"=>"Oliveira"}, {"given"=>"André E. dos", "family"=>"Santos"}, {"given"=>"Anders L.", "family"=>"Madsen"}]Relevant Path Separation: A Faster Method for Testing Independencies in Bayesian Networks2016-08-15T00:00:00+00:002016-08-15T00:00:00+00:00https://proceedings.mlr.press/v52/butz16b[{"given"=>"Cory J.", "family"=>"Butz"}, {"given"=>"André E. dos", "family"=>"Santos"}, {"given"=>"Jhonatan S.", "family"=>"Oliveira"}]Conditional Probability Estimation2016-08-15T00:00:00+00:002016-08-15T00:00:00+00:00https://proceedings.mlr.press/v52/cattaneo16[{"given"=>"Marco E. G. V.", "family"=>"Cattaneo"}]On Pruning with the MDL Score2016-08-15T00:00:00+00:002016-08-15T00:00:00+00:00https://proceedings.mlr.press/v52/chen16[{"given"=>"Eunice Yuh-Jie", "family"=>"Chen"}, {"given"=>"Arthur", "family"=>"Choi"}, {"given"=>"Adnan", "family"=>"Darwiche"}]