265 search results - page 4 / 53 » Discriminative Learning of Max-Sum Classifiers |
GECCO
2009
Springer
14 years 4 months ago
2009
Springer
The optimization method is one of key issues in discriminative learning of pattern classifiers. This paper proposes a hybrid approach of the Covariance Matrix Adaptation Evolution...
CEAS
2007
Springer
14 years 4 months ago
2007
Springer
We propose a discriminative classifier learning approach to image modeling for spam image identification. We analyze a large number of images extracted from the SpamArchive spam c...
ICML
2001
IEEE
14 years 10 months ago
2001
IEEE
We present an improved bound on the difference between training and test errors for voting classifiers. This improved averaging bound provides a theoretical justification for popu...
CVPR
2006
IEEE
14 years 11 months ago
2006
IEEE
ICASSP
2011
IEEE
13 years 1 months ago
2011
IEEE
Recently, the margin criterion has been successfully used for parameter optimization in graphical models. We introduce maximum margin based structure learning for Bayesian network...