Analysis and Optimization of Wireless Federated Learning with Data
Heterogeneity

Analysis and Optimization of Wireless Federated Learning with Data Heterogeneity

4 August 2023

Ming Ding

H. Vincent Poor

Papers citing "Analysis and Optimization of Wireless Federated Learning with Data Heterogeneity"

7 / 7 papers shown

Title
Communication-Efficient Model Aggregation with Layer Divergence Feedback in Federated Learning Liwei Wang Jun Li Wen Chen Qing-Bin Wu Ming Ding 45 1 0 12 Apr 2024
Rethinking Resource Management in Edge Learning: A Joint Pre-training and Fine-tuning Design Paradigm Zhonghao Lyu Yuchen Li Guangxu Zhu Jie Xu H. Vincent Poor Shuguang Cui 31 7 0 01 Apr 2024
DReS-FL: Dropout-Resilient Secure Federated Learning for Non-IID Clients via Secret Data Sharing Jiawei Shao Yuchang Sun Songze Li Jun Zhang OOD 27 37 0 06 Oct 2022
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization Xiaoxiao Li Meirui Jiang Xiaofei Zhang Michael Kamp Qi Dou OOD FedML 168 787 0 15 Feb 2021
Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation Jun Li Yumeng Shao Kang Wei Ming Ding Chuan Ma Long Shi Zhu Han Vincent Poor FedML 63 150 0 18 Jan 2021
FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping Xiaoyu Cao Minghong Fang Jia Liu Neil Zhenqiang Gong FedML 117 611 0 27 Dec 2020
Adaptive Federated Learning in Resource Constrained Edge Computing Systems Shiqiang Wang Tiffany Tuor Theodoros Salonidis K. Leung C. Makaya T. He Kevin S. Chan 144 1,687 0 14 Apr 2018