CHASe: Client Heterogeneity-Aware Data Selection for Effective Federated Active Learning

Jun Zhang, Jue Wang, Huan Li +3

Active learning (AL) reduces human annotation costs for machine learning systems by strategically selecting the most informative unlabeled data for annotation, but performing it in…