NP-hardness of Euclidean sum-of-squares clustering

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Abstract

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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Aloise, D., Deshpande, A., Hansen, P., & Popat, P. (2009). NP-hardness of Euclidean sum-of-squares clustering. Machine Learning, 75(2), 245–248. https://doi.org/10.1007/s10994-009-5103-0

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