681 search results - page 47 / 137 » Training Invariant Support Vector Machines |
145
Voted
NIPS
2004
15 years 4 months ago
2004
We study gender discrimination of human faces using a combination of psychophysical classification and discrimination experiments together with methods from machine learning. We r...
120
click to vote
EMO
2009
Springer
15 years 10 months ago
2009
Springer
When training Support Vector Machine (SVM), selection of a training data set becomes an important issue, since the problem of overfitting exists with a large number of training da...
128
Voted
JMLR
2008
15 years 3 months ago
2008
Classifiers favoring sparse solutions, such as support vector machines, relevance vector machines, LASSO-regression based classifiers, etc., provide competitive methods for classi...
134
Voted
ICPR
2006
IEEE
16 years 4 months ago
2006
IEEE
A two-class imbalanced data problem (IDP) emerges when the data from majority class are compactly clustered and the data from minority class are scattered. Though a discriminative...
157
Voted
ISCI
2008
15 years 3 months ago
2008
This paper considers nonlinear modeling based on a limited amount of experimental data and a simulator built from prior knowledge. The problem of how to best incorporate the data ...