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130
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ICS
2010
Tsinghua U.
15 years 9 months ago
2010
Tsinghua U.
A GPU cluster is a cluster equipped with GPU devices. Excellent acceleration is achievable for computation-intensive tasks (e.g. matrix multiplication and LINPACK) and bandwidth-i...
191
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JMLR
2010
14 years 11 months ago
2010
We derive PAC-Bayesian generalization bounds for supervised and unsupervised learning models based on clustering, such as co-clustering, matrix tri-factorization, graphical models...
221
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GLOBECOM
2010
IEEE
15 years 2 months ago
2010
IEEE
Despite the success to deliver increasingly large number of channels to millions of users, the current multichannel P2P video streaming systems still suffer several fundamental per...
133
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ICAISC
2010
Springer
15 years 9 months ago
2010
Springer
This paper presents a new implementation of the co-VAT algorithm. We assume we have an m × n matrix D, where the elements of D are pair-wise dissimilarities between m row objects ...
154
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DNIS
2010
Springer
15 years 11 months ago
2010
Springer
In recent years, several frameworks have been developed for processing very large quantities of data on large clusters of commodity PCs. These frameworks have focused on fault-tole...