1435 search results - page 16 / 287 » Generalization Error Bounds Using Unlabeled Data |
ICPR
2008
IEEE
14 years 9 months ago
2008
IEEE
While using more biometric traits in multimodal biometric fusion can effectively increase the system robustness, often, the cost associated to adding additional systems is not con...
DASFAA
2008
IEEE
14 years 2 months ago
2008
IEEE
In this paper, we design a local classification algorithm using implicit link analysis, considering the situation that the labeled and unlabeled data are drawn from two different ...
COLT
2005
Springer
14 years 2 months ago
2005
Springer
We present a new generalization bound where the use of unlabeled examples results in a better ratio between training-set size and the resulting classifier’s quality and thus red...
NIPS
2003
13 years 9 months ago
2003
This paper is concerned with transductive learning. Although transduction appears to be an easier task than induction, there have not been many provably useful algorithms and boun...
ACL
1993
13 years 9 months ago
1993
This paper presents a new method for producing a dictionary of subcategorization frames from unlabelled text corpora. It is shown that statistical filtering of the results of a ...