ELSA: Efficient Label Shift Adaptation through the Lens of Semiparametric Models

Qinglong Tian, Xin Zhang, Jiwei Zhao

We study the domain adaptation problem with label shift in this work. Under the label shift context, the marginal distribution of the label varies across the training and testing d…