BriefGPT.xyz
May, 2023
通用弱核心集
Universal Weak Coreset
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Ragesh Jaiswal, Amit Kumar
TL;DR
该文提出了一种叫做“通用弱核心集”的概念,用于约束聚类设置中,与最近的约束设置下核心集构建结合使用,能够给出更大的数据压缩、概念上更简单,适用于广泛的约束$k$-中位数和$k$-均值问题。
Abstract
coresets
for $k$-means and $k$-median problems yield a small summary of the data, which preserve the clustering cost with respect to any set of $k$ centers. Recently
coresets
have also been constructed for constr
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