1157 search results - page 28 / 232 » A kernel path algorithm for support vector machines |
IROS
2006
IEEE
14 years 2 months ago
2006
IEEE
— This paper describes a unique approach of applying a pattern classification technique to robot path planning. A collision-free path connecting a start and a goal point provide...
ICML
2005
IEEE
14 years 9 months ago
2005
IEEE
This paper presents an approach to build Sparse Large Margin Classifiers (SLMC) by adding one more constraint to the standard Support Vector Machine (SVM) training problem. The ad...
CSDA
2010
13 years 6 months ago
2010
A modified active subset selection method based on quadratic R
NIPS
2000
13 years 10 months ago
2000
We present an improvement of Noviko 's perceptron convergence theorem. Reinterpreting this mistakebound as a margindependent sparsity guarantee allows us to give a PAC{style ...
ICML
2004
IEEE
14 years 9 months ago
2004
IEEE
While classical kernel-based classifiers are based on a single kernel, in practice it is often desirable to base classifiers on combinations of multiple kernels. Lanckriet et al. ...