Adaptive Federated Deep Learning With Non-IID Data

被引:0
|
作者
Zhang, Ze-Hui
Li, Qing-Dan
Fu, Yao
He, Ning-Xin
Gao, Tie-Gang
机构
来源
关键词
D O I
10.16383/j.aas.c201018
中图分类号
学科分类号
摘要
36
引用
收藏
页码:2493 / 2506
相关论文
共 50 条
  • [41] FedKT: Federated learning with knowledge transfer for non-IID data
    Mao, Wenjie
    Yu, Bin
    Zhang, Chen
    Qin, A. K.
    Xie, Yu
    PATTERN RECOGNITION, 2025, 159
  • [42] Advanced Optimization Techniques for Federated Learning on Non-IID Data
    Efthymiadis, Filippos
    Karras, Aristeidis
    Karras, Christos
    Sioutas, Spyros
    FUTURE INTERNET, 2024, 16 (10)
  • [43] FedRL: Improving the Performance of Federated Learning with Non-IID Data
    Kang, Yufei
    Li, Baochun
    Zeyl, Timothy
    2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM 2022), 2022, : 3023 - 3028
  • [44] Feature Matching Data Synthesis for Non-IID Federated Learning
    Li, Zijian
    Sun, Yuchang
    Shao, Jiawei
    Mao, Yuyi
    Wang, Jessie Hui
    Zhang, Jun
    IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 23 (10) : 9352 - 9367
  • [45] Is Non-IID Data a Threat in Federated Online Learning to Rank?
    Wang, Shuyi
    Zuccon, Guido
    PROCEEDINGS OF THE 45TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL (SIGIR '22), 2022, : 2801 - 2813
  • [46] Ensemble Federated Learning With Non-IID Data in Wireless Networks
    Zhao, Zhongyuan
    Wang, Jingyi
    Hong, Wei
    Quek, Tony Q. S.
    Ding, Zhiguo
    Peng, Mugen
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 23 (04) : 3557 - 3571
  • [47] Heterogeneous Federated Learning for Non-IID Smartwatch Data Classification
    Syu, Jia-Hao
    Lin, Jerry Chun-Wei
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (18): : 29811 - 29818
  • [48] A Comprehensive Study on Personalized Federated Learning with Non-IID Data
    Yu, Menghang
    Zheng, Zhenzhe
    Li, Qinya
    Wu, Fan
    Zheng, Jiaqi
    2022 IEEE INTL CONF ON PARALLEL & DISTRIBUTED PROCESSING WITH APPLICATIONS, BIG DATA & CLOUD COMPUTING, SUSTAINABLE COMPUTING & COMMUNICATIONS, SOCIAL COMPUTING & NETWORKING, ISPA/BDCLOUD/SOCIALCOM/SUSTAINCOM, 2022, : 40 - 49
  • [49] Privacy-Enhanced Federated Learning for Non-IID Data
    Tan, Qingjie
    Wu, Shuhui
    Tao, Yuanhong
    MATHEMATICS, 2023, 11 (19)
  • [50] A Study of Enhancing Federated Learning on Non-IID Data with Server Learning
    Mai V.S.
    La R.J.
    Zhang T.
    IEEE Transactions on Artificial Intelligence, 2024, 5 (11): : 1 - 15