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Oct, 2023
通过非启发式算法离散化谱聚类的松弛解
Discretize Relaxed Solution of Spectral Clustering via a Non-Heuristic Algorithm
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Hongyuan Zhang, Xuelong Li
TL;DR
基于一阶优化算法,我们提出了第一个非启发式方法,将原始问题与离散化算法联系起来,从而更可靠地获得最终的离散解决方案,优于现有方法。
Abstract
spectral clustering
and its extensions usually consist of two steps: (1) constructing a graph and computing the relaxed solution; (2) discretizing relaxed solutions. Although the former has been extensively investigated, the
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