12897 search results - page 2403 / 2580 » Multi-Torrent: A Performance Study |
JMLR
2006
15 years 23 days ago
2006
Spam filtering poses a special problem in text categorization, of which the defining characteristic is that filters face an active adversary, which constantly attempts to evade fi...
112
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JMLR
2006
15 years 23 days ago
2006
We study the computational and sample complexity of parameter and structure learning in graphical models. Our main result shows that the class of factor graphs with bounded degree...
106
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JMLR
2006
15 years 23 days ago
2006
An ensemble is a group of learning models that jointly solve a problem. However, the ensembles generated by existing techniques are sometimes unnecessarily large, which can lead t...
78
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JMLR
2006
15 years 23 days ago
2006
We propose an active set algorithm to solve the convex quadratic programming (QP) problem which is the core of the support vector machine (SVM) training. The underlying method is ...
100
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JMM2
2006
15 years 23 days ago
2006
Change in a speaker's emotion is a fundamental component in human communication. Automatic recognition of spontaneous emotion would significantly impact human-computer interac...