most citedFederated Active Learning (F-AL): an Efficient Annotation Strategy for Federated Learning

27 citations · 27 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2022★ 27 cited

Federated Active Learning (F-AL): an Efficient Annotation Strategy for Federated Learning

Jin-Hyun Ahn, Kyungsang Kim, Jeongwan Koh +1

Federated learning (FL) has been intensively investigated in terms of communication efficiency, privacy, and fairness. However, efficient annotation, which is a pain point in real-…