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A Branch-and-Bound Algorithm for MDL Learning Bayesian Networks

A Branch-and-Bound Algorithm for MDL Learning Bayesian Networks

Conference on Uncertainty in Artificial Intelligence (UAI), 2000
16 January 2013
Jin Tian
ArXiv (abs)PDFHTML

Papers citing "A Branch-and-Bound Algorithm for MDL Learning Bayesian Networks"

10 / 10 papers shown
Factor Graph Optimization of Error-Correcting Codes for Belief
  Propagation Decoding
Factor Graph Optimization of Error-Correcting Codes for Belief Propagation Decoding
Yoni Choukroun
Lior Wolf
223
2
0
09 Jun 2024
Fast Parallel Bayesian Network Structure Learning
Fast Parallel Bayesian Network Structure LearningIEEE International Parallel and Distributed Processing Symposium (IPDPS), 2022
Jiantong Jiang
Zeyi Wen
Lin Wang
224
7
0
08 Dec 2022
Parallel Sampling for Efficient High-dimensional Bayesian Network
  Structure Learning
Parallel Sampling for Efficient High-dimensional Bayesian Network Structure Learning
Zhi-gao Guo
Anthony C. Constantinou
TPM
229
0
0
19 Feb 2022
Privacy Preserving Analytics on Distributed Medical Data
Privacy Preserving Analytics on Distributed Medical Data
Marina Blanton
Ah Reum Kang
Subhadeep Karan
J. Zola
OOD
93
3
0
18 Jun 2018
Entropy-based Pruning for Learning Bayesian Networks using BIC
Entropy-based Pruning for Learning Bayesian Networks using BIC
Cassio P. De Campos
Mauro Scanagatta
Giorgio Corani
Marco Zaffalon
252
39
0
19 Jul 2017
Scalable Exact Parent Sets Identification in Bayesian Networks Learning
  with Apache Spark
Scalable Exact Parent Sets Identification in Bayesian Networks Learning with Apache Spark
Subhadeep Karan
J. Zola
354
5
0
18 May 2017
Survey on Models and Techniques for Root-Cause Analysis
Survey on Models and Techniques for Root-Cause Analysis
Marc Solé
V. Muntés-Mulero
Annie Ibrahim Rana
G. Estrada
272
102
0
30 Jan 2017
An Improved Admissible Heuristic for Learning Optimal Bayesian Networks
An Improved Admissible Heuristic for Learning Optimal Bayesian NetworksConference on Uncertainty in Artificial Intelligence (UAI), 2012
Changhe Yuan
Brandon M. Malone
TPM
295
48
0
16 Oct 2012
Improving the Scalability of Optimal Bayesian Network Learning with
  External-Memory Frontier Breadth-First Branch and Bound Search
Improving the Scalability of Optimal Bayesian Network Learning with External-Memory Frontier Breadth-First Branch and Bound SearchConference on Uncertainty in Artificial Intelligence (UAI), 2011
Brandon M. Malone
Changhe Yuan
E. Hansen
S. Bridges
388
44
0
14 Feb 2012
Searching for Bayesian Network Structures in the Space of Restricted
  Acyclic Partially Directed Graphs
Searching for Bayesian Network Structures in the Space of Restricted Acyclic Partially Directed GraphsJournal of Artificial Intelligence Research (JAIR), 2011
Silvia Acid
L. M. D. Campos
395
144
0
30 Jun 2011
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