2026
FairGB: A Fair Granular-Ball Generation Method for Data Classification
ICML 2026poster
With the widespread application of data-driven classifiers in high-risk domains, group fairness has increasingly become a key research focus. However, most existing methods rely on model constraints or data reweighting, which often suffer from limited interpretability and may distort the original da…