Bayesian-based Online Label Shift Estimation with Dynamic Dirichlet Priors

Jiawei Hu, Javier A. Barria

Label shift, a prevalent challenge in supervised learning, arises when the class prior distribution of test data differs from that of training data, leading to significant degradat…