272 search results - page 4 / 55 » Unsupervised Learning of Hierarchical Spatial Structures In ... |
ICA
2004
Springer
14 years 4 months ago
2004
Springer
ICTAI
2010
IEEE
13 years 8 months ago
2010
IEEE
This work deals with a new technique for the estimation of the parameters and number of components in a finite mixture model. The learning procedure is performed by means of a expe...
ISNN
2004
Springer
14 years 4 months ago
2004
Springer
This paper proposes a novel hierarchical clustering method that can classify given data without specified knowledge of the number of classes. In this method, at each node of a hie...
ICML
2009
IEEE
14 years 11 months ago
2009
IEEE
There has been much interest in unsupervised learning of hierarchical generative models such as deep belief networks. Scaling such models to full-sized, high-dimensional images re...
OSDI
2008
ACM
14 years 11 months ago
2008
ACM
Because writing computer programs is hard, computer programmers are taught to use encapsulation and modularity to hide complexity and reduce the potential for errors. Their progra...