Transfer Learning with Heterogeneous Feature Spaces in Linear Regression

Zejing Zheng, Rui Huang, Junlong Zhao

Transfer learning improves target-task performance by leveraging related source data. Most methods assume shared feature spaces, yet in many applications, each source observes only…