2193 search results - page 12 / 439 » Properties of Support Vector Machines |
EUROCOLT
1999
Springer
15 years 1 months ago
1999
Springer
NIPS
2000
14 years 10 months ago
2000
In theory, the Winnow multiplicative update has certain advantages over the Perceptron additive update when there are many irrelevant attributes. Recently, there has been much eff...
ICPR
2004
IEEE
15 years 10 months ago
2004
IEEE
100
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JMLR
2012
12 years 12 months ago
2012
We develop a high dimensional nonparametric classification method named sparse additive machine (SAM), which can be viewed as a functional version of support vector machine (SVM)...
ANNPR
2006
Springer
15 years 1 months ago
2006
Springer
We discuss incremental training of support vector machines in which we approximate the regions, where support vector candidates exist, by truncated hypercones. We generate the trun...