1364 search results - page 154 / 273 » Sampling Methods for Unsupervised Learning |
160
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SDM
2008
SIAM
15 years 4 months ago
2008
SIAM
Optimally designing the location of training input points (active learning) and choosing the best model (model selection) are two important components of supervised learning and h...
115
Voted
AUSAI
2008
Springer
15 years 4 months ago
2008
Springer
Abstract. Bias variance decomposition for classifiers is a useful tool in understanding classifier behavior. Unfortunately, the literature does not provide consistent guidelines on...
115
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IJCNN
2000
IEEE
15 years 7 months ago
2000
IEEE
—Biasing properly the hypothesis space of a learner has been shown to improve generalization performance. Methods for achieving this goal have been proposed, that range from desi...
136
Voted
ECCV
2006
Springer
16 years 4 months ago
2006
Springer
Abstract. In recent years there has been growing interest in recognition models using local image features for applications ranging from long range motion matching to object class ...
133
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WAPCV
2007
Springer
15 years 8 months ago
2007
Springer
Abstract. Most cognitive studies of language acquisition in both natural systems and artificial systems have focused on the role of purely linguistic information as the central co...