Chen-Chen Zong, Sheng-Jun Huang

Federated Active Learning Under Extreme Non-IID and Global Class Imbalance

arXiv:2603.10341v1 Announce Type: new Abstract: Federated active learning (FAL) seeks to reduce annotation cost under privacy constraints, yet its effectiveness degrades in realistic settings with …