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126
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NIPS
2004
2004
Class-size Independent Generalization Analsysis of Some Discriminative Multi-Category Classification
15 years 1 months ago
We consider the problem of deriving class-size independent generalization bounds for some regularized discriminative multi-category classification methods. In particular, we obtai...
142
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CVPR
2004
IEEE
16 years 2 months ago
2004
IEEE
We describe a learning based method for recovering 3D human body pose from single images and monocular image sequences. Our approach requires neither an explicit body model nor pr...
116
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AUSDM
2006
Springer
15 years 4 months ago
2006
Springer
The support vector machine (SVM) is a wellestablished and accurate supervised learning method for the classification of data in various application fields. The statistical learnin...
75
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ICIP
2002
IEEE
16 years 2 months ago
2002
IEEE
79
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ICPR
2002
IEEE
16 years 1 months ago
2002
IEEE