Source-Target Similarity Modelings for Multi-Source Transfer Gaussian Process Regression

Pengfei Wei, Ramón Sagarna, Yiping Ke, Yew-Soon Ong, Chi-Keong Goh

Abstract: A key challenge in multi-source transfer learning is to capture the diverse inter-domain similarities. In this paper, we study different approaches based on Gaussian process models to solve the mul...