Learning Marginal AMP Chain Graphs under Faithfulness

DOI10.1007/978-3-319-11433-0_25zbMath1416.62378OpenAlexW308625142MaRDI QIDQ2938421

José-Maria Peña

Publication date: 14 January 2015

Published in: Probabilistic Graphical Models (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-11433-0_25

zbMATH Keywords

chain graphslearning graphical modelsmarginal AMP chain graphs

Mathematics Subject Classification ID

Multivariate analysis (62H99) Measures of association (correlation, canonical correlation, etc.) (62H20) Applications of graph theory (05C90) Learning and adaptive systems in artificial intelligence (68T05)

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Learning marginal AMP chain graphs under faithfulness revisited ⋮ A decomposition-based algorithm for learning the structure of multivariate regression chain graphs

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