Bayesian Network Structure Learning with Integer Programming: Polytopes,
Facets, and Complexity

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Bayesian Network Structure Learning with Integer Programming: Polytopes, Facets, and Complexity

13 May 2016

Matti Järvisalo

Janne H. Korhonen

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Papers citing "Bayesian Network Structure Learning with Integer Programming: Polytopes, Facets, and Complexity"

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Title
Integer Programming for Learning Directed Acyclic Graphs from Non-identifiable Gaussian Models Tong Xu Armeen Taeb Simge Kuccukyavuz Ali Shojaie CML 110 1 0 19 Apr 2024
Learning Bayesian Networks: The Combination of Knowledge and Statistical Data David Heckerman D. Geiger D. M. Chickering TPM 119 3,983 0 27 Feb 2013
Exact Maximum Margin Structure Learning of Bayesian Networks Robert Peharz Franz Pernkopf TPM 114 12 0 27 Jun 2012
A simple approach for finding the globally optimal Bayesian network structure T. Silander P. Myllymäki TPM 95 399 0 27 Jun 2012
Bayesian network learning with cutting planes James Cussens 61 259 0 14 Feb 2012
Learning high-dimensional directed acyclic graphs with latent and selection variables Diego Colombo Marloes H. Maathuis M. Kalisch Thomas S. Richardson CML 126 466 0 29 Apr 2011