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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jie Pan

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Open access Jul 2026

Local Causal Structure Learning with Efficient Parents Discovery

Local causal structure learning aims to identify direct causes (parents) and effects (children) of a target variable. Recent advances in this field rely on learning the MB (Markov Blanket) of unidentified variables. However, most existing methods require extensive search to discover spouses during MB learning, and they...

Shuai Yang, Xin-Yu Miao, Xianjie Guo et al. · 0 citations

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