ADAPTIVE COMMUNICATION-EFFICIENT FEDERATED LEARNING ON REAL-WORLD DATA

Ph.D

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Bibliographic Details
Main Author:	CHEN ZIHAN
Other Authors:	ELECTRICAL & COMPUTER ENGINEERING
Format:	Theses and Dissertations
Language:	English
Published:	2023
Subjects:	Federated learning, communication efficiency, data heterogeneity, real-world data, heterogeneous network, deep learning
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/236741
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-236741
record_format	dspace
spelling	sg-nus-scholar.10635-2367412023-01-31T18:01:13Z ADAPTIVE COMMUNICATION-EFFICIENT FEDERATED LEARNING ON REAL-WORLD DATA CHEN ZIHAN ELECTRICAL & COMPUTER ENGINEERING Xinchao Wang TONY QUEK Haizhou Li Federated learning, communication efficiency, data heterogeneity, real-world data, heterogeneous network, deep learning Ph.D DOCTOR OF PHILOSOPHY (CDE-ENG) 2023-01-31T18:01:13Z 2023-01-31T18:01:13Z 2022-11-21 Thesis CHEN ZIHAN (2022-11-21). ADAPTIVE COMMUNICATION-EFFICIENT FEDERATED LEARNING ON REAL-WORLD DATA. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/236741 en
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
language	English
topic	Federated learning, communication efficiency, data heterogeneity, real-world data, heterogeneous network, deep learning
spellingShingle	Federated learning, communication efficiency, data heterogeneity, real-world data, heterogeneous network, deep learning CHEN ZIHAN ADAPTIVE COMMUNICATION-EFFICIENT FEDERATED LEARNING ON REAL-WORLD DATA
description	Ph.D
author2	ELECTRICAL & COMPUTER ENGINEERING
author_facet	ELECTRICAL & COMPUTER ENGINEERING CHEN ZIHAN
format	Theses and Dissertations
author	CHEN ZIHAN
author_sort	CHEN ZIHAN
title	ADAPTIVE COMMUNICATION-EFFICIENT FEDERATED LEARNING ON REAL-WORLD DATA
title_short	ADAPTIVE COMMUNICATION-EFFICIENT FEDERATED LEARNING ON REAL-WORLD DATA
title_full	ADAPTIVE COMMUNICATION-EFFICIENT FEDERATED LEARNING ON REAL-WORLD DATA
title_fullStr	ADAPTIVE COMMUNICATION-EFFICIENT FEDERATED LEARNING ON REAL-WORLD DATA
title_full_unstemmed	ADAPTIVE COMMUNICATION-EFFICIENT FEDERATED LEARNING ON REAL-WORLD DATA
title_sort	adaptive communication-efficient federated learning on real-world data
publishDate	2023
url	https://scholarbank.nus.edu.sg/handle/10635/236741
_version_	1757048176268804096

ADAPTIVE COMMUNICATION-EFFICIENT FEDERATED LEARNING ON REAL-WORLD DATA

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