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clustering stability

6 papers

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Co-occurring keywords

k-means clustering (235) clustering algorithm (206) kernel methods (1096) additive perturbation (2) euclidean clustering (3) average sensitivity (1) euclidean k-mean (3) out-of-sample embedding (1) cluster selection (1) clustering analysis (40)

Papers

Stability and Generalization of Kernel Clustering: from Single Kernel to Multiple Kernel NIPS 2022
Average Sensitivity of Euclidean k-Clustering NIPS 2022
Clustering Stable Instances of Euclidean k-means. NIPS 2017
Comparing Hard and Overlapping Clusterings JMLR 2015
On the Reliability of Clustering Stability in the Large Sample Regime NIPS 2008
Stability of $K$-Means Clustering NIPS 2006