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
  • [21] Decoupled Federated Learning for ASR with Non-IID Data
    Zhu, Han
    Wang, Jindong
    Cheng, Gaofeng
    Zhang, Pengyuan
    Yan, Yonghong
    INTERSPEECH 2022, 2022, : 2628 - 2632
  • [22] FedEL: Federated ensemble learning for non-iid data
    Wu, Xing
    Pei, Jie
    Han, Xian-Hua
    Chen, Yen-Wei
    Yao, Junfeng
    Liu, Yang
    Qian, Quan
    Guo, Yike
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 237
  • [23] Contractible Regularization for Federated Learning on Non-IID Data
    Chen, Zifan
    Wu, Zhe
    Wu, Xian
    Zhang, Li
    Zhao, Jie
    Yan, Yangtian
    Zheng, Yefeng
    2022 IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM), 2022, : 61 - 70
  • [24] Dynamic Clustering Federated Learning for Non-IID Data
    Chen, Ming
    Wu, Jinze
    Yin, Yu
    Huang, Zhenya
    Liu, Qi
    Chen, Enhong
    ARTIFICIAL INTELLIGENCE, CICAI 2022, PT III, 2022, 13606 : 119 - 131
  • [25] Data augmentation scheme for federated learning with non-IID data
    Tang L.
    Wang D.
    Liu S.
    Tongxin Xuebao/Journal on Communications, 2023, 44 (01): : 164 - 176
  • [26] Optimizing Federated Learning on Non-IID Data with Reinforcement Learning
    Wang, Hao
    Kaplan, Zakhary
    Niu, Di
    Li, Baochun
    IEEE INFOCOM 2020 - IEEE CONFERENCE ON COMPUTER COMMUNICATIONS, 2020, : 1698 - 1707
  • [27] The Non-IID Data Quagmire of Decentralized Machine Learning
    Hsieh, Kevin
    Phanishayee, Amar
    Mutlu, Onur
    Gibbons, Phillip B.
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 119, 2020, 119
  • [28] Clustered Data Sharing for Non-IID Federated Learning over Wireless Networks
    Hu, Gang
    Teng, Yinglei
    Wang, Nan
    Yu, F. Richard
    ICC 2023-IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, 2023, : 1175 - 1180
  • [29] FEDERATED PAC-BAYESIAN LEARNING ON NON-IID DATA
    Zhao, Zihao
    Liu, Yang
    Ding, Wenbo
    Zhang, Xiao-Ping
    2024 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, ICASSP 2024, 2024, : 5945 - 5949
  • [30] Accelerating Federated learning on non-IID data against stragglers
    Zhang, Yupeng
    Duan, Lingjie
    Cheung, Ngai-Man
    2022 IEEE INTERNATIONAL CONFERENCE ON SENSING, COMMUNICATION, AND NETWORKING (SECON WORKSHOPS), 2022, : 43 - 48
12345