1443 search results - page 26 / 289 » Learning Generative Models via Discriminative Approaches |
JMLR
2010
13 years 3 months ago
2010
Various supervised inference methods can be analyzed as convex duals of the generalized maximum entropy (MaxEnt) framework. Generalized MaxEnt aims to find a distribution that max...
TCSV
2008
13 years 8 months ago
2008
Conventional subspace learning or recent feature extraction methods consider globality as the key criterion to design discriminative algorithms for image classification. We demonst...
AAAI
1990
13 years 10 months ago
1990
An original methodology, called backward model tracing to model student performance which features a profitable integration of the bug collection and bug construction techniques i...
ACL
2010
13 years 5 months ago
2010
We present a generative model of template-filling in which coreference resolution and role assignment are jointly determined. Underlying template roles nerate abstract entities, w...
EMNLP
2008
13 years 10 months ago
2008
String transformation, which maps a source string s into its desirable form t , is related to various applications including stemming, lemmatization, and spelling correction. The ...