Towards Fast and Stable Federated Learning: Confronting Heterogeneity via Knowledge Anchor

Jinqian Chen, Jihua Zhu, Qinghai Zheng

Federated learning encounters a critical challenge of data heterogeneity, adversely affecting the performance and convergence of the federated model. Various approaches have been p…