2681 search results - page 2 / 537 » Learning to learn with the informative vector machine |
ECIR
2003
Springer
13 years 7 months ago
2003
Springer
In order to reduce human efforts, there has been increasing interest in applying active learning for training text classifiers. This paper describes a straightforward active learni...
ICCV
2007
IEEE
13 years 12 months ago
2007
IEEE
This paper treats tracking as a foreground/background classification problem and proposes an online semisupervised learning framework. Initialized with a small number of labeled ...
ICDM
2002
IEEE
13 years 10 months ago
2002
IEEE
Support vector machine (SVM) is a new learning method developed in recent years based on the foundations of statistical learning theory. By taking a transductive approach instead ...
ICML
2000
IEEE
14 years 6 months ago
2000
IEEE
We describe a simple active learning heuristic which greatly enhances the generalization behavior of support vector machines (SVMs) on several practical document classification ta...
ICML
2008
IEEE
14 years 6 months ago
2008
IEEE