Optimal Algorithms in Linear Regression under Covariate Shift: On the Importance of Precondition

Yuanshi Liu, Haihan Zhang, Qian Chen +1

A common pursuit in modern statistical learning is to attain satisfactory generalization out of the source data distribution (OOD). In theory, the challenge remains unsolved even u…