2884 search results - page 227 / 577 » Evaluating learning algorithms and classifiers |
92
Voted
ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
Recently, instead of selecting a single kernel, multiple kernel learning (MKL) has been proposed which uses a convex combination of kernels, where the weight of each kernel is opt...
105
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SEKE
2009
Springer
15 years 7 months ago
2009
Springer
Code review is often suggested as a means of improving code quality. Since humans are poor at repetitive tasks, some form of tool support is valuable. To that end we developed a p...
105
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CORR
2006
Springer
15 years 19 days ago
2006
Springer
We present a novel approach to semisupervised learning which is based on statistical physics. Most of the former work in the field of semi-supervised learning classifies the point...
145
Voted
CVPR
2006
IEEE
16 years 2 months ago
2006
IEEE
We present a method to automatically learn object categories from unlabeled images. Each image is represented by an unordered set of local features, and all sets are embedded into...
CVPR
2007
IEEE
16 years 2 months ago
2007
IEEE
We present an unsupervised method for learning a hierarchy of sparse feature detectors that are invariant to small shifts and distortions. The resulting feature extractor consists...