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181
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NIPS
2000
15 years 8 months ago
2000
The Vicinal Risk Minimization principle establishes a bridge between generative models and methods derived from the Structural Risk Minimization Principle such as Support Vector M...
258
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CVPR
2012
IEEE
13 years 9 months ago
2012
IEEE
Simply choosing one model out of a large set of possibilities for a given vision task is a surprisingly difficult problem, especially if there is limited evaluation data with whi...
209
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VLSID
2005
IEEE
16 years 24 days ago
2005
IEEE
During pseudorandom testing, a significant amount of energy and test application time is wasted for generating and for applying “useless” test vectors that do not contribute t...
252
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MCS
2009
Springer
16 years 2 months ago
2009
Springer
Abstract. Hierarchical classification problems gained increasing attention within the machine learning community, and several methods for hierarchically structured taxonomies have...
156
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CIARP
2005
Springer
16 years 22 days ago
2005
Springer
The KNN rule has been widely used in many pattern recognition problems, but it is sensible to noisy data within the training set, therefore, several sample edition methods have bee...