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Conference

Mixtures of Bagged Markov Tree Ensembles

Subjects: Bayesian networks; Markov trees; Perturb and Combine

  • Source: Proceedings of the 6th European Workshop on Probabilistic Graphical Models, 283-290 (2012-09); Sixth European Workshop on Probabilistic Graphical Models, Granada, Spain [ES], from 19-09-2012 to

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Conference

Efficiently approximating Markov tree bagging for high-dimensional density estimation

Subjects: bayesian networks; Markov trees; mixture of trees

  • Source: urn:isbn:978-3-642-23807-9Machine Learning and Knowledge Discovery in Databases, Part III, 113-128 (2011-09); European Conference on Machine Learning and Principles and Practice of Knowledge

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Conference

Sub-quadratic Markov tree mixture learning based on randomizations of the Chow-Liu algorithm

Subjects: bayesian networks; Markov Trees; Chow-Liu algorithm

  • Source: urn:isbn:978-952-60-3314-3Proceedings of the Fifth European Workshop on Probabilistic Graphical Models (PGM-2010), 17-24 (2010-09); The Fifth European Workshop on Probabilistic Graphical Models,

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Conference

Two-level Mixtures of Markov Trees

Subjects: mixture models; Markov trees; EM algorithm

  • Source: The 11th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Belfast, Ireland [IE], from 29-05-2011-01-06-2011

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