1015 search results - page 40 / 203 » Kernels for Multi--task Learning |
109
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CVPR
2007
IEEE
16 years 2 months ago
2007
IEEE
We propose a family of kernels between images, defined as kernels between their respective segmentation graphs. The kernels are based on soft matching of subtree-patterns of the r...
129
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PAMI
2012
13 years 3 months ago
2012
—Cross-domain learning methods have shown promising results by leveraging labeled patterns from the auxiliary domain to learn a robust classifier for the target domain which has ...
98
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ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
In this paper, we consider a smoothing kernelbased classification rule and propose an algorithm for optimizing the performance of the rule by learning the bandwidth of the smoothi...
106
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COLT
2003
Springer
15 years 5 months ago
2003
Springer
Recent work has introduced Boolean kernels with which one can learn linear threshold functions over a feature space containing all conjunctions of length up to k (for any 1 ≤ k ...
76
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COLT
2005
Springer
15 years 6 months ago
2005
Springer