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2104.03490
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Joint Optimization of Communications and Federated Learning Over the Air
IEEE Transactions on Wireless Communications (IEEE TWC), 2021
8 April 2021
Xin-Yue Fan
Yue Wang
Yan Huo
Z. Tian
FedML
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Papers citing
"Joint Optimization of Communications and Federated Learning Over the Air"
15 / 15 papers shown
Multi-Worker Selection based Distributed Swarm Learning for Edge IoT with Non-i.i.d. Data
Zhuoyu Yao
Yue Wang
Songyang Zhang
Y. Li
Zhipeng Cai
Zhi Tian
110
0
0
22 Sep 2025
Waveform Design for Over-the-Air Computing
IEEE Transactions on Wireless Communications (IEEE TWC), 2024
Nikos G. Evgenidis
Nikos A. Mitsiou
Sotiris A. Tegos
P. Diamantoulakis
Panagiotis G. Sarigiannidis
I. Rekanos
G. Karagiannidis
237
2
0
31 May 2024
Distributed Swarm Learning for Edge Internet of Things
Yue Wang
Zhi Tian
FXin Fan
Zhipeng Cai
Cameron Nowzari
Kai Zeng
338
14
0
29 Mar 2024
Multiple Access in the Era of Distributed Computing and Edge Intelligence
Nikos G. Evgenidis
Nikos A. Mitsiou
Vasiliki I. Koutsioumpa
Sotiris A. Tegos
P. Diamantoulakis
G. Karagiannidis
277
35
0
26 Feb 2024
Semi-Federated Learning: Convergence Analysis and Optimization of A Hybrid Learning Framework
IEEE Transactions on Wireless Communications (IEEE TWC), 2023
Jingheng Zheng
Wanli Ni
Hui Tian
Deniz Gunduz
Tony Q.S. Quek
Zhu Han
FedML
235
19
0
04 Oct 2023
Over-The-Air Federated Learning: Status Quo, Open Challenges, and Future Directions
Fundamental Research (FR), 2023
Bingnan Xiao
Xichen Yu
Wei Ni
Xin Wang
H. Vincent Poor
244
41
0
03 Jul 2023
Channel and Gradient-Importance Aware Device Scheduling for Over-the-Air Federated Learning
IEEE Transactions on Wireless Communications (IEEE TWC), 2023
Yuchang Sun
Zehong Lin
Yuyi Mao
Shi Jin
Jinchao Zhang
419
15
0
26 May 2023
Over-the-Air Federated Averaging with Limited Power and Privacy Budgets
IEEE Transactions on Communications (IEEE Trans. Commun.), 2023
Na Yan
Kezhi Wang
Cunhua Pan
K. K. Chai
Feng Shu
Jiangzhou Wang
FedML
187
6
0
05 May 2023
Energy and Spectrum Efficient Federated Learning via High-Precision Over-the-Air Computation
IEEE Transactions on Wireless Communications (TWC), 2022
Liang Li
Chenpei Huang
Dian Shi
Hao Wang
Xiangwei Zhou
Minglei Shu
Miao Pan
FedML
223
19
0
15 Aug 2022
Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing
IEEE Journal on Selected Topics in Signal Processing (IEEE JSTSP), 2022
Wei Xu
Zhaohui Yang
Derrick Wing Kwan Ng
Marco Levorato
Yonina C. Eldar
Mérouane Debbah
327
582
0
01 Jun 2022
Over-the-Air Federated Learning via Second-Order Optimization
IEEE Transactions on Wireless Communications (TWC), 2022
Peng Yang
Yuning Jiang
Ting Wang
Yong Zhou
Yuanming Shi
Colin N. Jones
397
35
0
29 Mar 2022
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications
Khaled B. Letaief
Yuanming Shi
Jianmin Lu
Jianhua Lu
360
563
0
24 Nov 2021
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
299
31
0
18 Oct 2021
Distributed Learning in Wireless Networks: Recent Progress and Future Challenges
IEEE Journal on Selected Areas in Communications (JSAC), 2021
Mingzhe Chen
Deniz Gündüz
Kaibin Huang
Walid Saad
M. Bennis
Aneta Vulgarakis Feljan
H. Vincent Poor
315
516
0
05 Apr 2021
1-Bit Compressive Sensing for Efficient Federated Learning Over the Air
IEEE Transactions on Wireless Communications (IEEE TWC), 2021
Xin-Yue Fan
Yue Wang
Yan Huo
Z. Tian
FedML
262
54
0
30 Mar 2021
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