148 search results - page 3 / 30 » Large margin hierarchical classification |
ICPR
2008
IEEE
15 years 6 months ago
2008
IEEE
ALT
2002
Springer
15 years 8 months ago
2002
Springer
101
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CORR
2010
Springer
14 years 11 months ago
2010
Springer
We obtain a tight distribution-specific characterization of the sample complexity of large-margin classification with L2 regularization: We introduce the -adapted-dimension, which...
105
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ICML
2005
IEEE
16 years 13 days ago
2005
IEEE
It is common in classification methods to first place data in a vector space and then learn decision boundaries. We propose reversing that process: for fixed decision boundaries, ...
108
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ICML
2005
IEEE
16 years 13 days ago
2005
IEEE
We present a kernel-based algorithm for hierarchical text classification where the documents are allowed to belong to more than one category at a time. The classification model is...