Re-thinking Federated Active Learning based on Inter-class Diversity

SangMook Kim, Sangmin Bae, Hwanjun Song +1

Although federated learning has made awe-inspiring advances, most studies have assumed that the client's data are fully labeled. However, in a real-world scenario, every client may…