Node selection based on label quantity information in federated learning

Node selection based on label quantity information in federated learning

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Aiming at the problem that the difference of node data distribution has adverse effect on the performance of federated learning algorithm, a node selection algorithm based on label quantity information was proposed.An optimization objective based on the label quantity information of nodes was design...

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Bibliographic Details
Main Authors: Jiahua MA, Xinghua SUN, Wenchao XIA, Xijun WANG, Hongzhou TAN, Hongbo ZHU
Format: Article
Language:zho
Published: China InfoCom Media Group 2021-12-01
Series:物联网学报
Subjects:
federated learning;node selection;communication delay
Online Access:http://www.wlwxb.com.cn/thesisDetails#10.11959/j.issn.2096-3750.2021.00249
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