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Improved MapReduce and Streaming Algorithms for kkk-Center Clustering (with Outliers)

26 February 2018
Matteo Ceccarello
A. Pietracaprina
G. Pucci
ArXiv (abs)PDFHTML
Abstract

We present efficient MapReduce and Streaming algorithms for the kkk-center problem with and without outliers. Our algorithms exhibit an approximation factor which is arbitrarily close to the best possible, given enough resources.

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