1403 search results - page 19 / 281 » Sampling Techniques for Kernel Methods |
CVPR
2005
IEEE
16 years 1 months ago
2005
IEEE
Robust regression techniques are used today in many computer vision algorithms. Chen and Meer recently presented a new robust regression technique named the projection based M-est...
CVPR
2003
IEEE
16 years 1 months ago
2003
IEEE
The mean-shift algorithm is an efficient technique for tracking 2D blobs through an image. Although the scale of the mean-shift kernel is a crucial parameter, there is presently n...
CORR
2008
Springer
14 years 12 months ago
2008
Springer
In this paper, we propose a method for support vector machine classification using indefinite kernels. Instead of directly minimizing or stabilizing a nonconvex loss function, our...
CGI
2006
IEEE
15 years 3 months ago
2006
IEEE
In this paper, we apply Nystr
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JMLR
2010
14 years 10 months ago
2010
Convolution kernels for trees provide simple means for learning with tree-structured data. The computation time of tree kernels is quadratic in the size of the trees, since all pa...