936 search results - page 3 / 188 » Learning with Rigorous Support Vector Machines |
EUROCOLT
1999
Springer
13 years 9 months ago
1999
Springer
CANDC
2002
ACM
13 years 5 months ago
2002
ACM
We show that the support vector machine (SVM) classification algorithm, a recent development from the machine learning community, proves its potential for structure
ICML
2005
IEEE
14 years 6 months ago
2005
IEEE
In this paper we describe a new method to reduce the complexity of support vector machines by reducing the number of necessary support vectors included in their solutions. The red...
ECML
2005
Springer
13 years 10 months ago
2005
Springer
ICML
2004
IEEE
14 years 6 months ago
2004
IEEE
Learning general functional dependencies is one of the main goals in machine learning. Recent progress in kernel-based methods has focused on designing flexible and powerful input...