High Dimensional Binary Classification under Label Shift: Phase Transition and Regularization

Jiahui Cheng, Minshuo Chen, Hao Liu +2

Label Shift has been widely believed to be harmful to the generalization performance of machine learning models. Researchers have proposed many approaches to mitigate the impact of…