Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks

Author:

Baek Hankyul1,Yun Won Joon1,Kwak Yunseok1,Jung Soyi2,Ji Mingyue3,Bennis Mehdi4,Park Jihong5,Kim Joongheon1

Affiliation:

1. Korea University,Department of Electrical and Computer Engineering,Seoul,Republic of Korea

2. Hallym University,School of Software,Chuncheon,Republic of Korea

3. University of Utah,Department of Electrical and Computer Engineering,Salt Lake City,UT,USA

4. University of Oulu,Centre for Wireless Communications,Oulu,Finland

5. Deakin University,School of Information Technology,Geelong,Australia

Publisher

IEEE

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Federated Edge Learning with Blurred or Pseudo Data Sharing;Proceedings of the 53rd International Conference on Parallel Processing;2024-08-12

2. Federated Learning With Non-IID Data: A Survey;IEEE Internet of Things Journal;2024-06-01

3. Dynamic Quantum Federated Learning for Satellite-Ground Integrated Systems Using Slimmable Quantum Neural Networks;IEEE Access;2024

4. SlimFL: Federated Learning With Superposition Coding Over Slimmable Neural Networks;IEEE/ACM Transactions on Networking;2023-12

5. AnycostFL: Efficient On-Demand Federated Learning over Heterogeneous Edge Devices;IEEE INFOCOM 2023 - IEEE Conference on Computer Communications;2023-05-17

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