313 search results - page 2 / 63 » Estimating labels from label proportions |
ICANN
2009
Springer
14 years 3 months ago
2009
Springer
This paper proposes a modelling of Support Vector Machine (SVM) learning to address the problem of learning with sloppy labels. In binary classification, learning with sloppy labe...
AAAI
2010
14 years 9 days ago
2010
One of the main difficulties in facial age estimation is the lack of sufficient training data for many ages. Fortunately, the faces at close ages look similar since aging is a slo...
CVPR
2010
IEEE
14 years 7 months ago
2010
IEEE
We consider the problem of estimating the depth of each pixel in a scene from a single monocular image. Unlike traditional approaches [18, 19], which attempt to map from appearanc...
ISBI
2004
IEEE
2004
IEEE
A Method for Reconstructing Label Images From a Few Projections, as Motivated by Electron Microscopy
14 years 11 months ago
Our aim is to produce a tessellation of space into small voxels and, based on only a few tomographic projections of an object, assign to each voxel a label that indicates one of t...
JMLR
2010
13 years 5 months ago
2010
For many supervised learning tasks it may be infeasible (or very expensive) to obtain objective and reliable labels. Instead, we can collect subjective (possibly noisy) labels fro...