988 search results - page 1 / 198 » Learning with Local and Global Consistency |
ICML
2009
IEEE
13 years 11 months ago
2009
IEEE
ICPR
2008
IEEE
13 years 10 months ago
2008
IEEE
A modified version for semi-supervised learning algorithm with local and global consistency was proposed in this paper. The new method adds the label information, and adopts the g...
NIPS
2003
13 years 5 months ago
2003
We consider the general problem of learning from labeled and unlabeled data, which is often called semi-supervised learning or transductive inference. A principled approach to sem...
ICCV
2007
IEEE
14 years 6 months ago
2007
IEEE
We address the problem of visual category recognition by learning an image-to-image distance function that attempts to satisfy the following property: the distance between images ...
PKDD
2009
Springer
13 years 11 months ago
2009
Springer
Existing feature extraction methods explore either global statistical or local geometric information underlying the data. In this paper, we propose a general framework to learn fea...