Blankets joint posterior score for learning Markov network structures

DOI10.1016/j.ijar.2017.10.018zbMath1423.68390arXiv1608.02315OpenAlexW2610828942MaRDI QIDQ1687296

Yanela Strappa, Federico Schlüter, Facundo Bromberg, Diego H. Milone

Publication date: 22 December 2017

Published in: International Journal of Approximate Reasoning (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1608.02315

zbMATH Keywords

scoring functionstructure learningMarkov networkblankets posteriorirregular structures

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• MatrixMarket
• SparseMatrix
• Harwell-Boeing sparse matrix collection
• TETRAD
• Libra
• XMRF

Cites Work

• Causation, prediction, and search
• Hyper Markov laws in the statistical analysis of decomposable graphical models
• The IBMAP approach for Markov network structure learning
• Machine Learning in Complex Networks
• The university of Florida sparse matrix collection
• Efficient Markov Network Structure Discovery Using Independence Tests
• Decomposition of maximum likelihood in mixed graphical interaction models
• Markov Network-Based Unified Classifier for Face Recognition
• Some Methods for Strengthening the Common χ 2 Tests
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