1334 search results - page 237 / 267 » Composite kernel learning |
111
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AAAI
2010
15 years 3 months ago
2010
In many real world applications, labeled data are usually expensive to get, while there may be a large amount of unlabeled data. To reduce the labeling cost, active learning attem...
148
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WEBI
2010
Springer
15 years 9 days ago
2010
Springer
High-dimensional data usually incur learning deficiencies and computational difficulties. We present a novel semi-supervised dimensionality reduction technique that embeds high-dim...
130
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JMLR
2011
14 years 9 months ago
2011
A multitask learning framework is developed for discriminative classification and regression where multiple large-margin linear classifiers are estimated for different predictio...
153
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KDD
2008
ACM
16 years 2 months ago
2008
ACM
Many feature selection algorithms have been proposed in the past focusing on improving classification accuracy. In this work, we point out the importance of stable feature selecti...
108
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EUROSYS
2008
ACM
15 years 11 months ago
2008
ACM
The internal libraries of Linux are evolving rapidly, to address new requirements and improve performance. These evolutions, however, entail a massive problem of collateral evolut...