Unleashing Edgeless Federated Learning With Analog Transmissions

被引:0
|
作者
Yang, Howard H. [1 ,2 ,3 ]
Chen, Zihan [4 ]
Quek, Tony Q. S. [5 ,6 ]
机构
[1] Zhejiang University, Zhejiang University/University of Illinois Urbana-Champaign Institute, Haining,314400, China
[2] Zhejiang University, College of Information Science and Electronic Engineering, Hangzhou,310007, China
[3] University of Illinois Urbana-Champaign, Department of Electrical and Computer Engineering, Champaign,IL,61820, United States
[4] Singapore University of Technology and Design, Information Systems Technology and Design Pillar, Singapore,487372, Singapore
[5] Singapore University of Technology and Design, Singapore,487372, Singapore
[6] Yonsei University, Yonsei Frontier Lab, Seodaemungu, Seoul,03722, Korea, Republic of
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:774 / 791
相关论文
共 50 条
  • [41] Anarchic Federated Learning
    Yang, Haibo
    Zhang, Xin
    Khanduri, Prashant
    Liu, Jia
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 162, 2022,
  • [42] Coded Federated Learning
    Dhakal, Sagar
    Prakash, Saurav
    Yona, Yair
    Talwar, Shilpa
    Himayat, Nageen
    2019 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), 2019,
  • [43] Agnostic Federated Learning
    Mohri, Mehryar
    Sivek, Gary
    Suresh, Ananda Theertha
    INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 97, 2019, 97
  • [44] A Survey on federated learning
    Li, Li
    Fan, Yuxi
    Lin, Kuo-Yi
    2020 IEEE 16TH INTERNATIONAL CONFERENCE ON CONTROL & AUTOMATION (ICCA), 2020, : 791 - 796
  • [45] Dynamic Federated Learning
    Rizk, Elsa
    Vlaski, Stefan
    Sayed, Ali H.
    PROCEEDINGS OF THE 21ST IEEE INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS (IEEE SPAWC2020), 2020,
  • [46] A survey on federated learning
    Zhang, Chen
    Xie, Yu
    Bai, Hang
    Yu, Bin
    Li, Weihong
    Gao, Yuan
    KNOWLEDGE-BASED SYSTEMS, 2021, 216
  • [47] Federated Learning and Privacy
    Bonawitz K.
    Kairouz P.
    McMahan B.
    Ramage D.
    Queue, 2021, 19 (05): : 87 - 114
  • [48] On Decentralizing Federated Learning
    Agrawal, Akul
    Kulkarni, Divya D.
    Nair, Shivashankar B.
    2020 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2020, : 1590 - 1595
  • [49] Massive MIMO for Serving Federated Learning and Non-Federated Learning Users
    Farooq, Muhammad
    Vu, Tung Thanh
    Ngo, Hien Quoc
    Tran, Le-Nam
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 23 (01) : 247 - 262
  • [50] Emerging trends in federated learning: from model fusion to federated X learning
    Ji, Shaoxiong
    Tan, Yue
    Saravirta, Teemu
    Yang, Zhiqin
    Liu, Yixin
    Vasankari, Lauri
    Pan, Shirui
    Long, Guodong
    Walid, Anwar
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2024, 15 (09) : 3769 - 3790