Towards Robust Relational Causal Discovery

Proceedings of the 35th Conference on Uncertainty in Artificial Intelligence, UAI 2019 We consider the problem of learning causal relationships from relational data. Existing approaches rely on queries to a relational conditional independence (RCI) oracle to establish and orient causal relations in...

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Hauptverfasser:	Lee, Sanghack, Honavar, Vasant
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Learning Statistics - Machine Learning
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