Overlapping decomposition for causal graphical modeling

• 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: DRNTU::Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/98826; http://hdl.handle.net/10220/12631
• Institution: Nanyang Technological University

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...