Review of Recent Advances in Gaussian Process Regression Methods

Gaussian process (GP) methods have been widely studied recently, especially for large-scale systems with big data and even more extreme cases when data is sparse. Key advantages of these methods consist in: 1) the ability to provide inherent ways to assess the impact of uncertainties (especially in...

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Bibliographische Detailangaben

Hauptverfasser:	Lyu, Chenyi, Liu, Xingchi, Mihaylova, Lyudmila
Format:	Artikel
Sprache:	eng
Schlagworte:	Statistics - Machine Learning Statistics - Methodology
Online-Zugang:	Volltext bestellen
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