Fast transfer Gaussian process regression with large-scale sources

In transfer learning, we aim to improve the predictive modeling of a target output by using the knowledge from some related source outputs. In real-world applications, the data from the target domain is often precious and hard to obtain, while the data from source domains is plentiful. Thus, since t...

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Príomhchruthaitheoirí: Da, Bingshui, Ong, Yew-Soon, Gupta, Abhishek, Feng, Liang, Liu, Haitao
Rannpháirtithe: School of Computer Science and Engineering
Formáid: Journal Article
Teanga:English
Foilsithe / Cruthaithe: 2020
Ábhair:
Rochtain ar líne:https://hdl.handle.net/10356/142637