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1-Bit Compressive Sensing for Efficient Federated Learning Over the Air

1-Bit Compressive Sensing for Efficient Federated Learning Over the Air

30 March 2021
Xin-Yue Fan
Yue Wang
Yan Huo
Z. Tian
    FedML
ArXivPDFHTML

Papers citing "1-Bit Compressive Sensing for Efficient Federated Learning Over the Air"

6 / 6 papers shown
Title
Distributed Swarm Learning for Edge Internet of Things
Distributed Swarm Learning for Edge Internet of Things
Yue Wang
Zhi Tian
FXin Fan
Zhipeng Cai
Cameron Nowzari
Kai Zeng
26
2
0
29 Mar 2024
FedVQCS: Federated Learning via Vector Quantized Compressed Sensing
FedVQCS: Federated Learning via Vector Quantized Compressed Sensing
Yong-Nam Oh
Yo-Seb Jeon
Mingzhe Chen
Walid Saad
FedML
27
10
0
16 Apr 2022
Communication-Efficient Distributed Learning via Sparse and Adaptive
  Stochastic Gradient
Communication-Efficient Distributed Learning via Sparse and Adaptive Stochastic Gradient
Xiaoge Deng
Dongsheng Li
Tao Sun
Xicheng Lu
FedML
26
0
0
08 Dec 2021
BEV-SGD: Best Effort Voting SGD for Analog Aggregation Based Federated
  Learning against Byzantine Attackers
BEV-SGD: Best Effort Voting SGD for Analog Aggregation Based Federated Learning against Byzantine Attackers
Xin-Yue Fan
Yue Wang
Yan Huo
Zhi Tian
FedML
22
23
0
18 Oct 2021
Distributed Learning in Wireless Networks: Recent Progress and Future
  Challenges
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges
Mingzhe Chen
Deniz Gündüz
Kaibin Huang
Walid Saad
M. Bennis
Aneta Vulgarakis Feljan
H. Vincent Poor
38
401
0
05 Apr 2021
FedPAQ: A Communication-Efficient Federated Learning Method with
  Periodic Averaging and Quantization
FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization
Amirhossein Reisizadeh
Aryan Mokhtari
Hamed Hassani
Ali Jadbabaie
Ramtin Pedarsani
FedML
174
760
0
28 Sep 2019
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