Hengchao Shi

Regularized Discriminative Alignment for Deep Representations under Label Shift

Label shift refers to the distribution shift scenario where the marginal label distribution changes while the class-conditional distribution remains invariant. To address this challenge in complex real-world settings, we propose **Regularized Discriminative Alignment for Label Shift (RDALS)**, a nov…