1106 search results - page 113 / 222 » On regularization algorithms in learning theory |
134
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ICML
2005
IEEE
16 years 5 months ago
2005
IEEE
We consider support vector machines for binary classification. As opposed to most approaches we use the number of support vectors (the "L0 norm") as a regularizing term ...
119
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ICML
2004
IEEE
16 years 5 months ago
2004
IEEE
We study the problem of modeling species geographic distributions, a critical problem in conservation biology. We propose the use of maximum-entropy techniques for this problem, s...
130
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WACV
2007
IEEE
15 years 11 months ago
2007
IEEE
We present a method for the simultaneous detection and segmentation of objects from static images. We employ lowlevel contour features that enable us to learn the coarse object sh...
135
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ECCV
2010
Springer
15 years 7 months ago
2010
Springer
In the last few years, Facial Expression Synthesis (FES) has been a flourishing area of research driven by applications in character animation, computer games, and human computer ...
152
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CORR
2012
Springer
14 years 12 days ago
2012
Springer
We present sparse topical coding (STC), a non-probabilistic formulation of topic models for discovering latent representations of large collections of data. Unlike probabilistic t...