k-means clustering

235 papers

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Also known as

K-MEANS|| K-MEANS++ KM K-MEANS

Co-occurring keywords

approximation algorithm (630) clustering algorithm (206) unsupervised learning (3255) k-median clustering (31) differential privacy (1010) coreset construction (40) outlier detection (318) spectral clustering (304) dimensionality reduction (720) multi-view clustering (199)

Papers

Hartigan’s Method: k-means Clustering without Voronoi AISTATS 2010

Towards Property-Based Classification of Clustering Paradigms NIPS 2010

Sphere Embedding: An Application to Part-of-Speech Induction NIPS 2010

Random Projections for $k$-means Clustering NIPS 2010

Unsupervised Feature Selection for the $k$-means Clustering Problem NIPS 2009

Streaming k-means approximation NIPS 2009

Generalization from Observed to Unobserved Features by Clustering JMLR 2008

Discriminative K-means for Clustering NIPS 2007

Stability of $K$-Means Clustering NIPS 2006

Clustering with Bregman Divergences JMLR 2005