420 search results - page 1 / 84 » Regularization Networks and Support Vector Machines |
ADCM
2000
13 years 10 months ago
2000
NPL
2002
13 years 10 months ago
2002
IJCV
2000
13 years 10 months ago
2000
In this paper we first overview the main concepts of Statistical Learning Theory, a framework in which learning from examples can be studied in a principled way. We then briefly di...
NIPS
2004
14 years 6 days ago
2004
The standard approach to the classification of objects is to consider the examples as independent and identically distributed (iid). In many real world settings, however, this ass...
IWANN
2009
Springer
14 years 5 months ago
2009
Springer
This work proposes the use of maximal variation analysis for feature selection within least squares support vector machines for survival analysis. Instead of selecting a subset of ...