1106 search results - page 9 / 222 » On regularization algorithms in learning theory |
106
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ADMA
2009
Springer
15 years 4 months ago
2009
Springer
Image spam is a new trend in the family of email spams. The new image spams employ a variety of image processing technologies to create random noises. In this paper, we propose a s...
ICMLA
2008
14 years 11 months ago
2008
We are interested in learning an adaptive local metric on a lower dimensional manifold for query
JMLR
2002
14 years 9 months ago
2002
We define notions of stability for learning algorithms and show how to use these notions to derive generalization error bounds based on the empirical error and the leave-one-out e...
ACMSE
2010
ACM
14 years 4 months ago
2010
ACM
The ranking problem appears in many areas of study such as customer rating, social science, economics, and information retrieval. Ranking can be formulated as a classification pro...
109
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PAMI
2011
14 years 4 months ago
2011
—Semi-supervised learning concerns the problem of learning in the presence of labeled and unlabeled data. Several boosting algorithms have been extended to semi-supervised learni...