Coordination on a Budget: Federated Active Learning with Few Labels

Liam Mohr, Daphna Weinshall

Federated Active Learning (FAL) addresses the dual challenges of data privacy and label scarcity, where the absence of a global data view introduces additional hurdles for coordina…