Causal Bayesian Optimization via Exogenous Distribution Learning

Maximizing a target variable as an operational objective in a structural causal model is an important problem. Causal Bayesian Optimization~(CBO) methods either rely on interventions that alter the causal structure to maximize the reward; or introduce action nodes to endogenous variables so that the...

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Bibliographische Detailangaben

Hauptverfasser:	Ren, Shaogang, Qian, Xiaoning
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning Statistics - Machine Learning
Online-Zugang:	Volltext bestellen
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