16 search results - page 1 / 4 » Discriminative Learning of Mixture of Bayesian Network Class... |
CVPR
2006
IEEE
15 years 1 months ago
2006
IEEE
ICML
2007
IEEE
14 years 11 months ago
2007
IEEE
We consider the problem of learning density mixture models for classification. Traditional learning of mixtures for density estimation focuses on models that correctly represent t...
JMLR
2010
13 years 5 months ago
2010
We introduce a simple order-based greedy heuristic for learning discriminative structure within generative Bayesian network classifiers. We propose two methods for establishing an...
ICML
2005
IEEE
14 years 11 months ago
2005
IEEE
The use of Bayesian networks for classification problems has received significant recent attention. Although computationally efficient, the standard maximum likelihood learning me...
ICML
2008
IEEE
14 years 11 months ago
2008
IEEE
Bayesian network classifiers have been widely used for classification problems. Given a fixed Bayesian network structure, parameters learning can take two different approaches: ge...