686 search results - page 2 / 138 » Minimax Probability Machine |
108
Voted
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
Given observed data and a collection of parameterized candidate models, a 1- confidence region in parameter space provides useful insight as to those models which are a good fit t...
122
Voted
JMLR
2002
15 years 2 months ago
2002
When constructing a classifier, the probability of correct classification of future data points should be maximized. We consider a binary classification problem where the mean and...
113
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ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
A new large margin classifier, named MaxiMin Margin Machine (M4 ) is proposed in this paper. This new classifier is constructed based on both a "local" and a "globa...
88
Voted
ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
A new class of nonparametric algorithms for high-dimensional binary classification is proposed using cascades of low dimensional polynomial structures. Construction of polynomial ...
95
Voted
SEAL
2010
Springer
15 years 8 days ago
2010
Springer
