Mitigating bias in heterogeneous federated learning via stratified client selection.

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Title: Mitigating bias in heterogeneous federated learning via stratified client selection.
Authors: Liu, Yazhi1,2, liuyazhi@ncst.edu.cn, Xia, Haonan1,2, xiahaon@gmail.com, Li, Wei1,2, lw@ncst.edu.cn, Niu, Teng1,2, niuteng@stu.ncst.edu.cn
Source: Peer-to-Peer Networking & Applications; Apr2025, Vol. 18 Issue 2, p1-17, 17p
Database: Applied Science & Technology Source
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DbLabel: Applied Science & Technology Source
An: 182088437
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  Data: Mitigating bias in heterogeneous federated learning via stratified client selection.
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  Data: <searchLink fieldCode="AU" term="%22Liu%2C+Yazhi%22">Liu, Yazhi</searchLink><relatesTo>1,2</relatesTo>, <i>liuyazhi@ncst.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Xia%2C+Haonan%22">Xia, Haonan</searchLink><relatesTo>1,2</relatesTo>, <i>xiahaon@gmail.com</i><br /><searchLink fieldCode="AU" term="%22Li%2C+Wei%22">Li, Wei</searchLink><relatesTo>1,2</relatesTo>, <i>lw@ncst.edu.cn</i><br /><searchLink fieldCode="AU" term="%22Niu%2C+Teng%22">Niu, Teng</searchLink><relatesTo>1,2</relatesTo>, <i>niuteng@stu.ncst.edu.cn</i>
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  Data: <searchLink fieldCode="JN" term="%22Peer-to-Peer+Networking+%26+Applications%22">Peer-to-Peer Networking & Applications</searchLink>; Apr2025, Vol. 18 Issue 2, p1-17, 17p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=182088437
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.1007/s12083-024-01886-6
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      – Code: eng
        Text: English
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      – TitleFull: Mitigating bias in heterogeneous federated learning via stratified client selection.
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            NameFull: Liu, Yazhi
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            NameFull: Xia, Haonan
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            NameFull: Li, Wei
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              Text: Apr2025
              Type: published
              Y: 2025
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              Value: 18
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