274 search results - page 1 / 55 » Ranking with Uncertain Labels |
FCSC
2007
13 years 5 months ago
2007
1 The techniques for image analysis and classi cation generally consider the image sample labels xed and without uncertainties. The rank regression problem is studied in this pape...
ICMCS
2007
IEEE
13 years 11 months ago
2007
IEEE
ICCV
2007
IEEE
14 years 7 months ago
2007
IEEE
In this paper, we take the human age and pose estimation problems as examples to study automatic designing regressor from training samples with uncertain nonnegative labels. First...
ECML
2003
Springer
13 years 10 months ago
2003
Springer
We consider supervised learning of a ranking function, which is a mapping from instances to total orders over a set of labels (options). The training information consists of exampl...
PVLDB
2010
13 years 3 months ago
2010
Ranking is a fundamental operation in data analysis and decision support, and plays an even more crucial role if the dataset being explored exhibits uncertainty. This has led to m...