876 search results - page 25 / 176 » A theory of learning with similarity functions |
122
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COLT
2000
Springer
15 years 4 months ago
2000
Springer
We describe a novel family of PAC model algorithms for learning linear threshold functions. The new algorithms work by boosting a simple weak learner and exhibit complexity bounds...
113
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CORR
2004
Springer
14 years 11 months ago
2004
Springer
Words and phrases acquire meaning from the way they are used in society, from their relative semantics to other words and phrases. For computers the equivalent of `society' is...
118
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BMCBI
2008
14 years 12 months ago
2008
Background: Machine-learning tools have gained considerable attention during the last few years for analyzing biological networks for protein function prediction. Kernel methods a...
MICCAI
2009
Springer
16 years 27 days ago
2009
Springer
Abstract. In this paper, we propose a framework for learning the parameters of registration cost functions ? such as the tradeoff between the regularization and image similiarity t...
108
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KDD
2003
ACM
16 years 4 days ago
2003
ACM
The problem of identifying approximately duplicate records in databases is an essential step for data cleaning and data integration processes. Most existing approaches have relied...