Overlapping decomposition for causal graphical modeling

Causal graphical models are developed to detect the dependence relationships between random variables and provide intuitive explanations for the relationships in complex systems. Most of existing work focuses on learning a single graphical model for all the variables. However, a single graphical mod...

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Bibliographic Details
Main Authors: Han, Lei, Song, Guojie, Cong, Gao, Xie, Kunqing
Other Authors: School of Computer Engineering
Format: Conference or Workshop Item
Language:English
Published: 2013
Subjects:
Online Access:https://hdl.handle.net/10356/98826
http://hdl.handle.net/10220/12631
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Institution: Nanyang Technological University
Language: English