2563 search results - page 334 / 513 » Parallel matrix algorithms and applications |
133
Voted
CVPR
2008
IEEE
16 years 6 months ago
2008
IEEE
We introduce a general formulation, called non-negative graph embedding, for non-negative data decomposition by integrating the characteristics of both intrinsic and penalty graph...
229
Voted
ICDE
2008
IEEE
16 years 5 months ago
2008
IEEE
Network data models are frequently used as a mechanism to describe the connectivity between spatial features in many emerging GIS applications (location-based services, transporta...
148
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ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
Given a sample covariance matrix, we examine the problem of maximizing the variance explained by a particular linear combination of the input variables while constraining the numb...
120
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ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
Many applications of supervised learning require good generalization from limited labeled data. In the Bayesian setting, we can try to achieve this goal by using an informative pr...
111
Voted
KDD
2006
ACM
16 years 4 months ago
2006
ACM
There has been considerable interest in random projections, an approximate algorithm for estimating distances between pairs of points in a high-dimensional vector space. Let A Rn...