An Efficient Subspace Algorithm for Federated Learning on Heterogeneous Data

Jiaojiao Zhang, Yuqi Xu, Yizhao Fan +1

This work addresses the key challenges of applying federated learning to large-scale deep neural networks, particularly the issue of client drift due to data heterogeneity across c…