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Approximate learning of high dimensional Bayesian network structures via pruning of Candidate Parent Sets
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Approximate learning of high dimensional Bayesian network structures via pruning of Candidate Parent Sets

Zhi-gao Guo
Anthony C. Constantinou
ArXiv (abs)PDFHTML

Papers citing "Approximate learning of high dimensional Bayesian network structures via pruning of Candidate Parent Sets"

9 / 9 papers shown
Title
Quotient Normalized Maximum Likelihood Criterion for Learning Bayesian Network Structures
Quotient Normalized Maximum Likelihood Criterion for Learning Bayesian Network Structures
T. Silander
Janne Leppä-aho
Elias Jääsaari
Teemu Roos
62
27
0
27 Aug 2024
Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data
Large-scale empirical validation of Bayesian Network structure learning algorithms with noisy data
Anthony C. Constantinou
Yang Liu
Kiattikun Chobtham
Zhi-gao Guo
N. K. Kitson
CML
55
62
0
18 May 2020
On Pruning for Score-Based Bayesian Network Structure Learning
On Pruning for Score-Based Bayesian Network Structure Learning
Alvaro H. C. Correia
James Cussens
Cassio de Campos
58
14
0
23 May 2019
An Empirical-Bayes Score for Discrete Bayesian Networks
An Empirical-Bayes Score for Discrete Bayesian Networks
M. Scutari
BDL
43
51
0
12 May 2016
Theory Refinement on Bayesian Networks
Theory Refinement on Bayesian Networks
Wray Buntine
BDL
102
788
0
20 Mar 2013
A Construction of Bayesian Networks from Databases Based on an MDL Principle
A Construction of Bayesian Networks from Databases Based on an MDL Principle
J. Suzuki
75
172
0
06 Mar 2013
Learning Bayesian Networks: The Combination of Knowledge and Statistical Data
Learning Bayesian Networks: The Combination of Knowledge and Statistical Data
David Heckerman
D. Geiger
D. M. Chickering
TPM
117
3,983
0
27 Feb 2013
Ordering-Based Search: A Simple and Effective Algorithm for Learning Bayesian Networks
Ordering-Based Search: A Simple and Effective Algorithm for Learning Bayesian Networks
M. Teyssier
D. Koller
157
375
0
04 Jul 2012
A simple approach for finding the globally optimal Bayesian network structure
A simple approach for finding the globally optimal Bayesian network structure
T. Silander
P. Myllymäki
TPM
92
399
0
27 Jun 2012

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