37 search results - page 1 / 8 » Positive Definite Rational Kernels |
COLT
2003
Springer
13 years 10 months ago
2003
Springer
ICMCS
2005
IEEE
13 years 10 months ago
2005
IEEE
Kernel based methods such as Support Vector Machine (SVM) have provided successful tools for solving many recognition problems. One of the reason of this success is the use of ker...
COLT
2006
Springer
13 years 8 months ago
2006
Springer
We study Mercer's theorem and feature maps for several positive definite kernels that are widely used in practice. The smoothing properties of these kernels will also be explo...
IJCAI
2007
13 years 6 months ago
2007
TCS
2008
13 years 4 months ago
2008
This paper studies a novel paradigm for learning formal languages from positive and negative examples which consists of mapping strings to an appropriate highdimensional feature s...