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Robust federated learning under statistical heterogeneity via Hessian spectral decomposition

Version 2 2024-06-05, 10:45

Version 1 2023-06-01, 23:58

journal contribution

posted on 2024-06-05, 10:45 authored by Adnan AhmadAdnan Ahmad, Wei LuoWei Luo, Antonio Robles-KellyAntonio Robles-Kelly

Robust federated learning under statistical heterogeneity via Hessian spectral decomposition

History

Journal

Pattern Recognition

Volume

141

Article number

ARTN 109635

Pagination

1-14

Location

Amsterdam, The Netherlands

Publisher DOI

https://doi.org/10.1016/j.patcog.2023.109635

ISSN

0031-3203

eISSN

1873-5142

Language

English

Publication classification

C1 Refereed article in a scholarly journal

Publisher

ELSEVIER SCI LTD

Publication URL

http://dx.doi.org/10.1016/j.patcog.2023.109635

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Keywords

Science & Technology Technology Computer Science, Artificial Intelligence Engineering, Electrical & Electronic Computer Science Engineering Federated learning Hessian Non-IID data

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All Rights Reserved

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