54 search results - page 1 / 11 » Sublinear-Time Approximation for Clustering Via Random Sampl... |
ICALP
2004
Springer
13 years 10 months ago
2004
Springer
Abstract. In this paper we present a novel analysis of a random sampling approach for three clustering problems in metric spaces: k-median, min-sum kclustering, and balanced k-medi...
SODA
2001
ACM
13 years 6 months ago
2001
ACM
Clustering is of central importance in a number of disciplines including Machine Learning, Statistics, and Data Mining. This paper has two foci: 1 It describes how existing algori...
CORR
2010
Springer
13 years 4 months ago
2010
Springer
The bin packing problem is to find the minimum number of bins of size one to pack a list of items with sizes a1,
JCSS
2010
13 years 3 months ago
2010
We present a simple randomized algorithmic framework for connected facility location problems. The basic idea is as follows: We run a black-box approximation algorithm for the unc...
SODA
2008
ACM
13 years 6 months ago
2008
ACM
We present a simple randomized algorithmic framework for connected facility location problems. The basic idea is as follows: We run a black-box approximation algorithm for the unc...