Proportional Fair Clustered Federated Learning

Mohamed Nafea; Eugine Shin; Aylin Yener

doi:10.1109/ISIT50566.2022.9834545

Proportional Fair Clustered Federated Learning

Mohamed Nafea
, Eugine Shin
, Aylin Yener

University of Detroit Mercy
Ohio State University, Department of Materials Science and Engineering
Ohio State University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	2022 IEEE International Symposium on Information Theory, ISIT 2022
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	2022-2027
Number of pages	6
ISBN (Electronic)	9781665421591
DOIs	https://doi.org/10.1109/ISIT50566.2022.9834545
State	Published - 2022
Externally published	Yes
Event	2022 IEEE International Symposium on Information Theory, ISIT 2022 - Espoo, Finland Duration: Jun 26 2022 → Jul 1 2022

Publication series

Name	IEEE International Symposium on Information Theory - Proceedings
Volume	2022-June
ISSN (Electronic)	2157-8117

Conference

Conference	2022 IEEE International Symposium on Information Theory, ISIT 2022
Country/Territory	Finland
City	Espoo
Period	6/26/22 → 7/1/22

ASJC Scopus Subject Areas

Theoretical Computer Science
Information Systems
Modeling and Simulation
Applied Mathematics

Access to Document

10.1109/ISIT50566.2022.9834545

Cite this

Proportional Fair Clustered Federated Learning. / Nafea, Mohamed; Shin, Eugine; Yener, Aylin.
2022 IEEE International Symposium on Information Theory, ISIT 2022. Institute of Electrical and Electronics Engineers Inc., 2022. p. 2022-2027 (IEEE International Symposium on Information Theory - Proceedings; Vol. 2022-June).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Nafea, M, Shin, E & Yener, A 2022, Proportional Fair Clustered Federated Learning. in 2022 IEEE International Symposium on Information Theory, ISIT 2022. IEEE International Symposium on Information Theory - Proceedings, vol. 2022-June, Institute of Electrical and Electronics Engineers Inc., pp. 2022-2027, 2022 IEEE International Symposium on Information Theory, ISIT 2022, Espoo, Finland, 6/26/22. https://doi.org/10.1109/ISIT50566.2022.9834545

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title = "Proportional Fair Clustered Federated Learning",

author = "Mohamed Nafea and Eugine Shin and Aylin Yener",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 2022 IEEE International Symposium on Information Theory, ISIT 2022 ; Conference date: 26-06-2022 Through 01-07-2022",

year = "2022",

doi = "10.1109/ISIT50566.2022.9834545",

language = "English",

series = "IEEE International Symposium on Information Theory - Proceedings",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "2022--2027",

booktitle = "2022 IEEE International Symposium on Information Theory, ISIT 2022",

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T1 - Proportional Fair Clustered Federated Learning

AU - Nafea, Mohamed

AU - Shin, Eugine

AU - Yener, Aylin

PY - 2022

Y1 - 2022

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U2 - 10.1109/ISIT50566.2022.9834545

DO - 10.1109/ISIT50566.2022.9834545

M3 - Conference contribution

AN - SCOPUS:85136264156

T3 - IEEE International Symposium on Information Theory - Proceedings

SP - 2022

EP - 2027

BT - 2022 IEEE International Symposium on Information Theory, ISIT 2022

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2022 IEEE International Symposium on Information Theory, ISIT 2022

Y2 - 26 June 2022 through 1 July 2022

ER -

Proportional Fair Clustered Federated Learning

Publication series

Conference

ASJC Scopus Subject Areas

Access to Document

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