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A PTAS for k-means clustering based on weak coresets
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FOCS
2010
IEEE
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Theoretical Computer Science
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Stability Yields a PTAS for k-Median and k-Means Clustering
13 years 7 months ago
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We consider k-median clustering in finite metric spaces and k-means clustering in Euclidean spaces, in the setting where k is part of the input (not a constant). For the k-means pr...
Pranjal Awasthi, Avrim Blum, Or Sheffet
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27
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COMPGEOM
2007
ACM
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Discrete Geometry
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COMPGEOM 2007
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A PTAS for k-means clustering based on weak coresets
14 years 1 months ago
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Dan Feldman, Morteza Monemizadeh, Christian Sohler
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