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Feb, 2013
克服图聚类中的小簇障碍
Breaking the Small Cluster Barrier of Graph Clustering
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Nir Ailon, Yudong Chen, Xu Huan
TL;DR
在图聚类中,小集群不会妨碍大集群的恢复,并且设计了一个迭代算法通过削片策略从而几乎恢复出所有集群,同时也给出了针对较小集群邻近边更有针对性地探测的主动学习算法。
Abstract
This paper investigates
graph clustering
in the
planted cluster model
in the presence of {\em small clusters}. Traditional results dictate that for an algorithm to provably correctly recover the clusters, {\em al
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