523 search results - page 39 / 105 » Incremental training of support vector machines using hypers... |
114
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ICASSP
2009
IEEE
14 years 11 months ago
2009
IEEE
In an attempt to overcome problems associated with articulatory limitations and generative models, this work considers the use of phonological features in discriminative models fo...
121
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CVPR
2003
IEEE
16 years 4 months ago
2003
IEEE
A linear programming technique is introduced that jointly performs feature selection and classifier training so that a subset of features is optimally selected together with the c...
ESANN
2007
15 years 3 months ago
2007
To examine the feasibility of estimating the degree of “strength of belief (SOB)” of viewer’s responses using support vector machines (SVM) trained with features of gazes, t...
114
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ICML
2003
IEEE
16 years 2 months ago
2003
IEEE
We examine the set covering machine when it uses data-dependent half-spaces for its set of features and bound its generalization error in terms of the number of training errors an...
112
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PRL
2006
15 years 1 months ago
2006
This paper presents a general method for incorporating prior knowledge into kernel methods such as Support Vector Machines. It applies when the prior knowledge can be formalized b...