76 search results - page 13 / 16 » Agnostically Learning Halfspaces |
110
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CVPR
2001
IEEE
16 years 3 months ago
2001
IEEE
We consider learning models for object recognition from examples. Our method is motivated by systems that use the Hausdorff distance as a shape comparison measure. Typically an ob...
122
Voted
ECCV
2010
Springer
15 years 7 months ago
2010
Springer
It is common to use domain specific terminology – attributes – to describe the visual appearance of objects. In order to scale the use of these describable visual attributes t...
118
Voted
ICML
2010
IEEE
15 years 2 months ago
2010
IEEE
We propose a novel boosting algorithm which improves on current algorithms for weighted voting classification by striking a better balance between classification accuracy and the ...
120
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COLT
2008
Springer
15 years 3 months ago
2008
Springer
We study the potential benefits to classification prediction that arise from having access to unlabeled samples. We compare learning in the semi-supervised model to the standard, ...
119
Voted
JMLR
2006
15 years 1 months ago
2006
Fast and frugal heuristics are well studied models of bounded rationality. Psychological research has proposed the take-the-best heuristic as a successful strategy in decision mak...