Scalable fair clustering

We study the fair variant of the classic k-median problem introduced by Chierichetti et al. (Chierichetti et al., 2017) in which the points are colored, and the goal is to minimize the same average distance objective as in the standard k-median problem while ensuring that all clusters have an "...

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书目详细资料
Main Authors: Indyk, Piotr, Onak, Krzysztof, Vakilian, Ali, Wagner, Tal
其他作者: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
格式: 文件
语言:English
出版: International Machine Learning Society 2021
在线阅读:https://hdl.handle.net/1721.1/129421