297 search results - page 25 / 60 » Learning from Ambiguously Labeled Examples |
COLT
2005
Springer
14 years 4 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...
ECML
2003
Springer
14 years 4 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...
MCAM
2007
Springer
14 years 5 months ago
2007
Springer
Supporting multimedia search has emerged as an important research topic. There are three paradigms on the research spectrum that ranges from the least automatic to the most automat...
DOCENG
2004
ACM
14 years 4 months ago
2004
ACM
We consider the problem of document conversion from the renderingoriented HTML markup into a semantic-oriented XML annotation defined by user-specific DTDs or XML Schema descrip...
ALT
1998
Springer
14 years 3 months ago
1998
Springer
Exact learning of half-spaces over finite subsets of IRn from membership queries is considered. We describe the minimum set of labelled examples separating the target concept from ...