Residual Importance Weighted Transfer Learning For High-dimensional Linear Regression

Junlong Zhao, Shengbin Zheng, Chenlei Leng

Transfer learning is an emerging paradigm for leveraging multiple sources to improve the statistical inference on a single target. In this paper, we propose a novel approach named…