3790 search results - page 12 / 758 » Advances in Mixture Models |
ACL
1997
13 years 11 months ago
1997
We propose a new method of classifying documents into categories. We define for each category a finite mixture model based on soft clustering of words. We treat the problem of cla...
PRL
2000
13 years 9 months ago
2000
The need to
ICASSP
2008
IEEE
14 years 4 months ago
2008
IEEE
We derive an asymptotic Newton algorithm for Quasi Maximum Likelihood estimation of the ICA mixture model, using the ordinary gradient and Hessian. The probabilistic mixture frame...
ICANN
2007
Springer
14 years 4 months ago
2007
Springer
In this article we present an incremental method for building a mixture model. Given the desired number of clusters K ≥ 2, we start with a two-component mixture and we optimize t...
ICIP
2006
IEEE
14 years 11 months ago
2006
IEEE
