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Robust Federated Averaging via Outlier Pruning

journal contribution

posted on 2022-01-01, 00:00 authored by Md Palash Uddin, Yong XiangYong Xiang, John YearwoodJohn Yearwood, Longxiang GaoLongxiang Gao

Robust Federated Averaging via Outlier Pruning

History

Journal

IEEE Signal Processing Letters

Volume

29

Pagination

409 - 413

Publisher

Institute of Electrical and Electronics Engineers

Location

Piscataway, NJ

Publisher DOI

https://doi.org/10.1109/LSP.2021.3134893

ISSN

1070-9908

eISSN

1558-2361

Language

English

Author URL

http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000748371000033&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=a045e4b2bb1f2b747c68c720ec8913b7

Publication classification

C1 Refereed article in a scholarly journal

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Categories

Artificial intelligence not elsewhere classified

Keywords

Arithmetic Computational modeling Convergence Costs Data models Distributed deep learning Engineering Engineering, Electrical & Electronic federated learning NETWORK outlier pruning parallel optimization robust aggregation Science & Technology Servers Technology Training Artificial Intelligence and Image Processing

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All Rights Reserved

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