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PR
2006
141views more  PR 2006»
15 years 5 months ago
Relaxational metric adaptation and its application to semi-supervised clustering and content-based image retrieval
The performance of many supervised and unsupervised learning algorithms is very sensitive to the choice of an appropriate distance metric. Previous work in metric learning and ada...
Hong Chang, Dit-Yan Yeung, William K. Cheung
SIAMSC
2008
148views more  SIAMSC 2008»
15 years 5 months ago
Multilevel Adaptive Aggregation for Markov Chains, with Application to Web Ranking
A multilevel adaptive aggregation method for calculating the stationary probability vector of an irreducible stochastic matrix is described. The method is a special case of the ada...
Hans De Sterck, Thomas A. Manteuffel, Stephen F. M...
SIAMSC
2008
230views more  SIAMSC 2008»
15 years 5 months ago
Augmented Mixed Finite Element Methods for the Stationary Stokes Equations
In this paper we introduce and analyze two augmented mixed finite element methods for a velocity-pressure-stress formulation of the stationary Stokes equations. Our approach, which...
Leonardo E. Figueroa, Gabriel N. Gatica, Antonio M...
SIGARCH
2008
107views more  SIGARCH 2008»
15 years 5 months ago
A lightweight streaming layer for multicore execution
As multicore architectures gain widespread use, it becomes increasingly important to be able to harness their additional processing power to achieve higher performance. However, e...
David Zhang, Qiuyuan J. Li, Rodric Rabbah, Saman A...
SIGCSE
2008
ACM
111views Education» more  SIGCSE 2008»
15 years 5 months ago
Improving computer science diversity through summer camps
Summer camps offer a ripe opportunity for increasing computer science diversity. This panel provides several examples of summer camps that specifically recruit from traditionally ...
Dennis P. Groth, Helen H. Hu, Betty Lauer, Hwajung...
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