254 search results - page 9 / 51 » Filtered Gaussian Processes for Learning with Large Data-Set... |
149
Voted
CVPR
2010
IEEE
15 years 6 months ago
2010
IEEE
Automatic age estimation from facial images has aroused research interests in recent years due to its promising potential for some computer vision applications. Among the methods ...
133
Voted
ICASSP
2010
IEEE
15 years 3 months ago
2010
IEEE
This work exploits several machine-learning techniques to address the problem of image-quality prediction of synthetic aperture sonar (SAS) imagery. The objective is to predict th...
119
Voted
IJCNN
2008
IEEE
15 years 10 months ago
2008
IEEE
Abstract— Automatic pattern classifiers that allow for incremental learning can adapt internal class models efficiently in response to new information, without having to retrai...
158
Voted
DSMML
2004
Springer
15 years 9 months ago
2004
Springer
The equivalent kernel [1] is a way of understanding how Gaussian process regression works for large sample sizes based on a continuum limit. In this paper we show how to approximat...
140
Voted
DSMML
2004
Springer
15 years 9 months ago
2004
Springer
Learning curves for Gaussian process (GP) regression can be strongly affected by a mismatch between the ‘student’ model and the ‘teacher’ (true data generation process), e...