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SDM
2011
SIAM
414views Data Mining» more  SDM 2011»
12 years 11 months ago
Clustered low rank approximation of graphs in information science applications
In this paper we present a fast and accurate procedure called clustered low rank matrix approximation for massive graphs. The procedure involves a fast clustering of the graph and...
Berkant Savas, Inderjit S. Dhillon
CVPR
2008
IEEE
14 years 10 months ago
Approximate earth mover's distance in linear time
The earth mover's distance (EMD) [16] is an important perceptually meaningful metric for comparing histograms, but it suffers from high (O(N3 log N)) computational complexity...
Sameer Shirdhonkar, David W. Jacobs
SWAT
2004
Springer
98views Algorithms» more  SWAT 2004»
14 years 2 months ago
Tight Approximability Results for Test Set Problems in Bioinformatics
In this paper, we investigate the test set problem and its variations that appear in a variety of applications. In general, we are given a universe of objects to be “distinguish...
Piotr Berman, Bhaskar DasGupta, Ming-Yang Kao
COCO
1998
Springer
123views Algorithms» more  COCO 1998»
14 years 26 days ago
Isolation, Matching, and Counting
We show that the perfect matching problem is in the complexity class SPL in the nonuniform setting. This provides a better upper bound on the complexity of the matching problem, a...
Eric Allender, Klaus Reinhardt
INFOCOM
1996
IEEE
14 years 24 days ago
Time Scale Analysis of Explicit Rate Allocation in ATM Networks
Rate based congestion management for computer communication networks has been the focus of considerable research recently. Dierent variants to the end-to-end rate based algorithm ...
Anna Charny, K. K. Ramakrishnan