543 search results - page 48 / 109 » A PAC-Style Model for Learning from Labeled and Unlabeled Da... |
178
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WWW
2006
ACM
16 years 6 months ago
2006
ACM
Large-scale text categorization is an important research topic for Web data mining. One of the challenges in large-scale text categorization is how to reduce the amount of human e...
232
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CVPR
2012
IEEE
13 years 8 months ago
2012
IEEE
In this paper we introduce Structured Local Predictors (SLP) – A new formulation that considers the image labelling problem from a structured learning point of view. SLP are loc...
153
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CVPR
2006
IEEE
16 years 8 months ago
2006
IEEE
When labelled training data is plentiful, discriminative techniques are widely used since they give excellent generalization performance. However, for large-scale applications suc...
170
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ACCV
2010
Springer
15 years 1 months ago
2010
Springer
Abstract. We propose a novel unsupervised transfer learning framework that utilises unlabelled auxiliary data to quantify and select the most relevant transferrable knowledge for r...
175
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CVPR
2005
IEEE
16 years 8 months ago
2005
IEEE
Boosting based detection methods have successfully been used for robust detection of faces and pedestrians. However, a very large amount of labeled examples are required for train...