Streaming k-means on well-clusterable data

SODA, pp. 26-40, 2011.

Cited by: 86|Views24


One of the central problems in data-analysis is k-means clustering. In recent years, considerable attention in the literature addressed the streaming variant of this problem, culminating in a series of results (Har-Peled and Mazumdar; Frahling and Sohler; Frahling, Monemizadeh, and Sohler; Chen) that produced a (1 + ε)-approximation for k...More



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