Node selection based on label quantity information in federated learning

Node selection based on label quantity information in federated learning

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/zh/article/doi/10.11959/j.issn.2096-3750.2021.00249/
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http://www.wlwxb.com.cn/zh/article/doi/10.11959/j.issn.2096-3750.2021.00249/

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