Multifidelity Bayesian Optimization for Binomial Output

The key idea of Bayesian optimization is replacing an expensive target function with a cheap surrogate model. By selection of an acquisition function for Bayesian optimization, we trade off between exploration and exploitation. The acquisition function typically depends on the mean and the variance...

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Bibliographische Detailangaben

Hauptverfasser:	Matyushin, Leonid, Zaytsev, Alexey, Alenkin, Oleg, Ustuzhanin, Andrey
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning Statistics - Machine Learning
Online-Zugang:	Volltext bestellen
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