Decentralized Federated Learning in Partially Connected Networks with Non-IID Data

被引：0
|
作者：
Cai, Xiaojun [1 ]
Yu, Nanxiang [1 ]
Zhao, Mengying [1 ]
Cao, Mei [1 ]
Zhang, Tingting [1 ]
Lu, Jianbo [1 ]
机构：
[1] School Of Computer Science And Technology, Shandong University, China
来源：
Proceedings -Design, Automation and Test in Europe, DATE | 2024年
关键词：
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Learning systems - Privacy-preserving techniques
引用
收藏
相关论文
共 50 条
  • [31] Inverse Distance Aggregation for Federated Learning with Non-IID Data
    Yeganeh, Yousef
    Farshad, Azade
    Navab, Nassir
    Albarqouni, Shadi
    DOMAIN ADAPTATION AND REPRESENTATION TRANSFER, AND DISTRIBUTED AND COLLABORATIVE LEARNING, DART 2020, DCL 2020, 2020, 12444 : 150 - 159
  • [32] A General Federated Learning Scheme with Blockchain on Non-IID Data
    Wu, Hao
    Zhao, Shengnan
    Zhao, Chuan
    Jing, Shan
    INFORMATION SECURITY AND CRYPTOLOGY, INSCRYPT 2023, PT I, 2024, 14526 : 126 - 140
  • [33] FedProc: Prototypical contrastive federated learning on non-IID data
    Mu, Xutong
    Shen, Yulong
    Cheng, Ke
    Geng, Xueli
    Fu, Jiaxuan
    Zhang, Tao
    Zhang, Zhiwei
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2023, 143 : 93 - 104
  • [34] Data independent warmup scheme for non-IID federated learning
    Arafeh, Mohamad
    Ould-Slimane, Hakima
    Otrok, Hadi
    Mourad, Azzam
    Talhi, Chamseddine
    Damiani, Ernesto
    INFORMATION SCIENCES, 2023, 623 : 342 - 360
  • [35] FedPD: A Federated Learning Framework With Adaptivity to Non-IID Data
    Zhang, Xinwei
    Hong, Mingyi
    Dhople, Sairaj
    Yin, Wotao
    Liu, Yang
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2021, 69 (69) : 6055 - 6070
  • [36] FedCML: Federated Clustering Mutual Learning with non-IID Data
    Chen, Zekai
    Wang, Fuyi
    Yu, Shengxing
    Liu, Ximeng
    Zheng, Zhiwei
    EURO-PAR 2023: PARALLEL PROCESSING, 2023, 14100 : 623 - 636
  • [37] 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
  • [38] Advanced Optimization Techniques for Federated Learning on Non-IID Data
    Efthymiadis, Filippos
    Karras, Aristeidis
    Karras, Christos
    Sioutas, Spyros
    FUTURE INTERNET, 2024, 16 (10)
  • [39] 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
  • [40] 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
12345