283 search results - page 1 / 57 » Bounds on the Generalization Performance of Kernel Machine E... |
72
Voted
ICML
2000
IEEE
15 years 10 months ago
2000
IEEE
We study the problem of learning using combinations of machines. In particular we present new theoretical bounds on the generalization performance of voting ensembles of kernel ma...
NIPS
2001
14 years 10 months ago
2001
In this paper, it is shown how to extract a hypothesis with small risk from the ensemble of hypotheses generated by an arbitrary on-line learning algorithm run on an independent an...
CVPR
2007
IEEE
15 years 3 months ago
2007
IEEE
This paper describes a local ensemble kernel learning technique to recognize/classify objects from a large number of diverse categories. Due to the possibly large intraclass featu...
ICML
2010
IEEE
14 years 10 months ago
2010
IEEE
ALT
2000
Springer
15 years 1 months ago
2000
Springer