Federated Causal Discovery from Heterogeneous Data

Conventional causal discovery methods rely on centralized data, which is inconsistent with the decentralized nature of data in many real-world situations. This discrepancy has motivated the development of federated causal discovery (FCD) approaches. However, existing FCD methods may be limited by th...

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Bibliographische Detailangaben

Hauptverfasser:	Li, Loka, Ng, Ignavier, Luo, Gongxu, Huang, Biwei, Chen, Guangyi, Liu, Tongliang, Gu, Bin, Zhang, Kun
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Learning
Online-Zugang:	Volltext bestellen
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