4.7 Article

NP-hardness of Euclidean sum-of-squares clustering

Journal

MACHINE LEARNING
Volume 75, Issue 2, Pages 245-248

Publisher

SPRINGER
DOI: 10.1007/s10994-009-5103-0

Keywords

Clustering; Sum-of-squares; Complexity

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A recent proof of NP-hardness of Euclidean sum-of-squares clustering, due to Drineas et al. (Mach. Learn. 56:9-33, 2004), is not valid. An alternate short proof is provided.

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