Fair Method for Spectral Clustering to Improve Intra-cluster Fairness

Recently,the fairness of the algorithm has aroused extensive discussion in the machine learning community.Given the widespread popularity of spectral clustering in modern data science,studying the algorithm fairness of spectral clustering is a crucial topic.Existing fair spectral clustering algorith...

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Bibliographic Details
Main Author: XU Xia, ZHANG Hui, YANG Chunming, LI Bo, ZHAO Xujian
Format: Article
Language:zho
Published: Editorial office of Computer Science 2023-02-01
Series:Jisuanji kexue
Subjects:
Online Access:https://www.jsjkx.com/fileup/1002-137X/PDF/1002-137X-2023-50-2-158.pdf