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2003.04216
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Decentralized SGD with Over-the-Air Computation
Global Communications Conference (GLOBECOM), 2020
6 March 2020
Emre Ozfatura
Stefano Rini
Deniz Gunduz
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Papers citing
"Decentralized SGD with Over-the-Air Computation"
15 / 15 papers shown
Unified Analysis of Decentralized Gradient Descent: a Contraction Mapping Framework
IEEE Open Journal of Signal Processing (JOSP), 2025
Erik G. Larsson
Nicolo Michelusi
375
3
0
18 Mar 2025
Dynamic Scheduling for Vehicle-to-Vehicle Communications Enhanced Federated Learning
Jintao Yan
Tan Chen
Yuxuan Sun
Zhaojun Nan
Sheng Zhou
Z. Niu
382
15
0
25 Jun 2024
Privacy Preserving Semi-Decentralized Mean Estimation over Intermittently-Connected Networks
R. Saha
Mohamed Seif
M. Yemini
Andrea J. Goldsmith
H. Vincent Poor
FedML
216
6
0
06 Jun 2024
Non-Coherent Over-the-Air Decentralized Gradient Descent
IEEE Transactions on Signal Processing (IEEE Trans. Signal Process.), 2022
Nicolò Michelusi
312
12
0
19 Nov 2022
A Survey on Over-the-Air Computation
IEEE Communications Surveys and Tutorials (COMST), 2022
Alphan Șahin
Rui Yang
513
144
0
20 Oct 2022
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications
IEEE Journal on Selected Areas in Communications (JSAC), 2022
Deniz Gunduz
Zhijin Qin
Iñaki Estella Aguerri
Harpreet S. Dhillon
Zhaohui Yang
Aylin Yener
Kai‐Kit Wong
C. Chae
417
646
0
19 Jul 2022
Communication-Efficient Distributionally Robust Decentralized Learning
Matteo Zecchin
Marios Kountouris
David Gesbert
325
10
0
31 May 2022
Semi-Decentralized Federated Learning with Collaborative Relaying
International Symposium on Information Theory (ISIT), 2022
M. Yemini
R. Saha
Emre Ozfatura
Deniz Gündüz
Andrea J. Goldsmith
FedML
187
37
0
23 May 2022
UAV-Aided Decentralized Learning over Mesh Networks
European Signal Processing Conference (EUSIPCO), 2022
Matteo Zecchin
David Gesbert
Marios Kountouris
251
2
0
02 Mar 2022
Robust Federated Learning with Connectivity Failures: A Semi-Decentralized Framework with Collaborative Relaying
M. Yemini
R. Saha
Emre Ozfatura
Deniz Gündüz
Andrea J. Goldsmith
FedML
310
12
0
24 Feb 2022
Asynchronous Decentralized Learning over Unreliable Wireless Networks
Eunjeong Jeong
Matteo Zecchin
Marios Kountouris
212
18
0
02 Feb 2022
Collaborative Learning over Wireless Networks: An Introductory Overview
Emre Ozfatura
Deniz Gunduz
H. Vincent Poor
174
12
0
07 Dec 2021
Over-the-Air Decentralized Federated Learning
Yandong Shi
Yong Zhou
Yuanming Shi
FedML
209
48
0
15 Jun 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
274
500
0
05 Apr 2021
Federated Learning over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis
IEEE Journal on Selected Areas in Communications (JSAC), 2021
Hong Xing
Osvaldo Simeone
Suzhi Bi
285
115
0
29 Jan 2021
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