Ramon Sagarna

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

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 multi-source transfer regression problem. Precisely, we first investigate the feasibility and performance…