Robust federated learning under statistical heterogeneity via hessian-weighted aggregation

https://hdl.handle.net/10779/DRO/DU:22124111

journal contribution

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

Robust federated learning under statistical heterogeneity via hessian-weighted aggregation

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DOI - Is version of https://doi.org/10.1007/s10994-022-06292-8

Location

Berlin, Germany

Language

English

Author URL

https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000907064700001&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=a045e4b2bb1f2b747c68c720ec8913b7

Publication classification

C1 Refereed article in a scholarly journal

Journal

Machine Learning

Volume

112

Pagination

633-654

ISSN

0885-6125

eISSN

1573-0565

Issue

2

Publisher

SPRINGER

Publication URL

http://dx.doi.org/10.1007/s10994-022-06292-8

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Keywords

ALGORITHMS Computer Science Computer Science, Artificial Intelligence Federated learning Gauss-Newton methods in federated learning Model aggregation Science & Technology Technology

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