Author name: Yutong He, Zhengyang Huang, Jiahe Geng

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

Yutong He, Zhengyang Huang, Jiahe Geng / April 30, 2026

arXiv:2604.24012v2 Announce Type: replace
Abstract: 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 from slow converge…

cs.LG, math.OC

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

Yutong He, Zhengyang Huang, Jiahe Geng / April 28, 2026

arXiv:2604.24012v1 Announce Type: new
Abstract: 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 from slow convergence …