769 search results - page 32 / 154 » Bayesian Generalized Kernel Models |
CORR
2010
Springer
13 years 8 months ago
2010
Springer
We revisit the problem of model-based object recognition for intensity images and attempt to address some of the shortcomings of existing Bayesian methods, such as unsuitable prior...
CSMR
2009
IEEE
14 years 3 months ago
2009
IEEE
Creating accurate models of information systems is an important but challenging task. It is generally well understood that such modeling encompasses general scientific issues, bu...
ICVS
2003
Springer
14 years 4 months ago
2003
Springer
We propose a method to construct computer vision systems using a workbench composed of a multi-faceted toolbox and a general purpose kernel. The toolbox is composed of an open set ...
ICANN
2007
Springer
14 years 5 months ago
2007
Springer
Support Vector Machines (SVMs) for classification tasks produce sparse models by maximizing the margin. Two limitations of this technique are considered in this work: firstly, th...
JMLR
2008
13 years 11 months ago
2008
We show that the relevant information of a supervised learning problem is contained up to negligible error in a finite number of leading kernel PCA components if the kernel matche...