Label Shift Quantification with Robustness Guarantees via Distribution Feature Matching

Bastien Dussap, Gilles Blanchard, Badr-Eddine Chérief-Abdellatif

Quantification learning deals with the task of estimating the target label distribution under label shift. In this paper, we first present a unifying framework, distribution featur…