68 search results - page 1 / 14 » Mixtures of Conditional Maximum Entropy Models |
ICML
2003
IEEE
14 years 6 months ago
2003
IEEE
INTERSPEECH
2010
13 years 4 days ago
2010
In this paper, we propose a new semi-supervised training method for Gaussian Mixture Models. We add a conditional entropy minimizer to the maximum mutual information criteria, whi...
ICML
2003
IEEE
14 years 6 months ago
2003
IEEE
We present a new approach to estimating mixture models based on a new inference principle we have proposed: the latent maximum entropy principle (LME). LME is different both from ...
ICASSP
2010
IEEE
13 years 5 months ago
2010
IEEE
We present a novel language identification technique using our recently developed deep-structured conditional random fields (CRFs). The deep-structured CRF is a multi-layer CRF mo...
WSC
2004
13 years 6 months ago
2004
Global likelihood maximization is an important aspect of many statistical analyses. Often the likelihood function is highly multi-extremal. This presents a significant challenge t...