2934 search results - page 164 / 587 » Hypothesis Spaces for Learning |
116
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ICASSP
2008
IEEE
15 years 11 months ago
2008
IEEE
Newborns must learn to structure incoming acoustic information into segments, words, phrases, etc., before they can start to learn language. This process is thought to rely on mod...
121
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CDVE
2004
Springer
15 years 10 months ago
2004
Springer
Abstract. Knowledge has become the most strategic resource in the new business environment. A case-based reasoning system, which incorporates a novel clustering and retrieval metho...
131
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ML
2002
ACM
15 years 4 months ago
2002
ACM
For two-class datasets, we provide a method for estimating the generalization error of a bag using out-of-bag estimates. In bagging, each predictor (single hypothesis) is learned ...
153
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TNN
2010
14 years 11 months ago
2010
In recent years, learning from imbalanced data has attracted growing attention from both academia and industry due to the explosive growth of applications that use and produce imba...
162
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TNN
2010
14 years 11 months ago
2010
Abstract--A crucial issue in designing learning machines is to select the correct model parameters. When the number of available samples is small, theoretical sample-based generali...