Fast transfer Gaussian process regression with large-scale sources

• Main Authors: Da, Bingshui, Ong, Yew-Soon, Gupta, Abhishek, Feng, Liang, Liu, Haitao
• 其他作者: School of Computer Science and Engineering
• 格式: Article
• 語言: English
• 出版: 2020
• 主題: Engineering::Computer science and engineering; Transfer Learning; Large-scale
• 在線閱讀: https://hdl.handle.net/10356/142637
• 機構: Nanyang Technological University

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...