CFedAvg: Achieving Efficient Communication and Fast Convergence in
Non-IID Federated Learning

CFedAvg: Achieving Efficient Communication and Fast Convergence in Non-IID Federated Learning

14 June 2021

Haibo Yang

Elizabeth S. Bentley

Papers citing "CFedAvg: Achieving Efficient Communication and Fast Convergence in Non-IID Federated Learning"

4 / 4 papers shown

Title
Achieving Dimension-Free Communication in Federated Learning via Zeroth-Order Optimization Zhe Li Bicheng Ying Zidong Liu Haibo Yang Haibo Yang FedML 59 3 0 24 May 2024
Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes Xiaoxin Su Yipeng Zhou Laizhong Cui John C. S. Lui Jiangchuan Liu FedML 27 1 0 06 Feb 2024
NET-FLEET: Achieving Linear Convergence Speedup for Fully Decentralized Federated Learning with Heterogeneous Data Xin Zhang Minghong Fang Zhuqing Liu Haibo Yang Jia-Wei Liu Zhengyuan Zhu FedML 13 14 0 17 Aug 2022
Optimal Distributed Online Prediction using Mini-Batches O. Dekel Ran Gilad-Bachrach Ohad Shamir Lin Xiao 171 683 0 07 Dec 2010