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Bayesian Federated Learning over Wireless Networks

Bayesian Federated Learning over Wireless Networks

31 December 2020
Seunghoon Lee
Chanhoo Park
Songnam Hong
Yonina C. Eldar
Namyoon Lee
ArXiv (abs)PDFHTML

Papers citing "Bayesian Federated Learning over Wireless Networks"

9 / 9 papers shown
Compressed Bayesian Federated Learning for Reliable Passive Radio
  Sensing in Industrial IoT
Compressed Bayesian Federated Learning for Reliable Passive Radio Sensing in Industrial IoTConference on Algebraic Informatics (CAI), 2024
Luca Barbieri
S. Savazzi
M. Nicoli
332
1
0
09 May 2024
SignSGD with Federated Voting
SignSGD with Federated Voting
Chanho Park
H. Vincent Poor
Namyoon Lee
FedML
373
2
0
25 Mar 2024
Asynchronous Bayesian Learning over a Network
Asynchronous Bayesian Learning over a NetworkIEEE Conference on Decision and Control (CDC), 2022
Kinjal Bhar
H. Bai
Jemin George
Carl E. Busart
FedML
217
0
0
16 Nov 2022
Federated Learning with Uncertainty via Distilled Predictive
  Distributions
Federated Learning with Uncertainty via Distilled Predictive DistributionsAsian Conference on Machine Learning (ACML), 2022
Shreyansh P. Bhatt
Aishwarya Gupta
Piyush Rai
FedML
245
17
0
15 Jun 2022
Matching Pursuit Based Scheduling for Over-the-Air Federated Learning
Matching Pursuit Based Scheduling for Over-the-Air Federated Learning
Ali Bereyhi
Adela Vagollari
S. Asaad
R. Muller
W. Gerstacker
H. Vincent Poor
303
7
0
14 Jun 2022
Communication-Efficient Federated Learning over MIMO Multiple Access
  Channels
Communication-Efficient Federated Learning over MIMO Multiple Access ChannelsIEEE Transactions on Communications (IEEE Trans. Commun.), 2022
Yo-Seb Jeon
Mohammad Mohammadi Amiri
Namyoon Lee
201
17
0
12 Jun 2022
Communication-Efficient Federated Learning via Quantized Compressed
  Sensing
Communication-Efficient Federated Learning via Quantized Compressed Sensing
Yong-Nam Oh
Namyoon Lee
Yo-Seb Jeon
H. Vincent Poor
FedMLMQ
237
58
0
30 Nov 2021
Bayesian AirComp with Sign-Alignment Precoding for Wireless Federated
  Learning
Bayesian AirComp with Sign-Alignment Precoding for Wireless Federated Learning
Chanhoo Park
Seunghoon Lee
Namyoon Lee
195
6
0
14 Sep 2021
Federated Learning: A Signal Processing Perspective
Federated Learning: A Signal Processing PerspectiveIEEE Signal Processing Magazine (IEEE SPM), 2021
Tomer Gafni
Stefano Rini
Kobi Cohen
Yonina C. Eldar
H. Vincent Poor
FedML
361
159
0
31 Mar 2021
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