FedSLoP: Memory-Efficient Federated Learning with Low-Rank Gradient Projection

Yutong He, Zhengyang Huang, Jiahe Geng +1

Federated learning enables a population of clients to collaboratively train machine learning models without exchanging their raw data, but standard algorithms such as FedAvg suffer…