1707 search results - page 85 / 342 » A Boosting Algorithm for Regression |
135
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CVPR
2010
IEEE
15 years 4 months ago
2010
IEEE
Transfer learning allows leveraging the knowledge of source domains, available a priori, to help training a classifier for a target domain, where the available data is scarce. Th...
144
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IDA
2002
Springer
15 years 4 months ago
2002
Springer
This paper introduces a strategy for training ensemble classifiers by analysing boosting within margin theory. We present a bound on the generalisation error of ensembled classifi...
143
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NIPS
2003
15 years 5 months ago
2003
Learning from ambiguous training data is highly relevant in many applications. We present a new learning algorithm for classification problems where labels are associated with se...
116
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CVPR
2006
IEEE
16 years 6 months ago
2006
IEEE
Object detection can be posted as those classification tasks where the rare positive patterns are to be distinguished from the enormous negative patterns. To avoid the danger of m...
130
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ICCV
2005
IEEE
16 years 6 months ago
2005
IEEE
In this paper, we propose a novel tree-structured multi-view face detector (MVFD), which adopts the coarse-to-fine strategy to divide the entire face space into smaller and smalle...