Fedcd: A classifier debiased federated learning framework for non-iid data

Y Long, Z Xue, L Chu, T Zhang, J Wu, Y Zang… - Proceedings of the 31st …, 2023 - dl.acm.org
One big challenge to federated learning is the non-IID data distribution caused by
imbalanced classes. Existing federated learning approaches tend to bias towards classes …

[PDF][PDF] FedCD: A Classifier Debiased Federated Learning Framework for Non-IID Data

Y Long, Z Xue, L Chu, T Zhang, J Wu, Y Zang, J Du - 2023 - scholar.archive.org
One big challenge to federated learning is the non-IID data distribution caused by
imbalanced classes. Existing federated learning approaches tend to bias towards classes …