FedSD: A Communication-Efficient Federated Learning Method With Scaled Stochastic Quantization and Dynamic Caching Mechanism

Xinlei Yu, Zhipeng Gao 0001, Chen Zhao 0015, Yan Qiao 0001, Yijing Lin, Zijia Mo, Yang Yang 0006. FedSD: A Communication-Efficient Federated Learning Method With Scaled Stochastic Quantization and Dynamic Caching Mechanism. IEEE Trans. Emerging Topics in Comput. Intellig., 10(1):660-675, February 2026. [doi]

Abstract

Abstract is missing.