836 search results - page 1 / 168 » Online EM Algorithm for Latent Data Models |
CORR
2007
Springer
13 years 6 months ago
2007
Springer
NECO
1998
13 years 6 months ago
1998
Latent variable models represent the probability density of data in a space of several dimensions in terms of a smaller number of latent, or hidden, variables. A familiar example ...
ICDM
2007
IEEE
14 years 27 days ago
2007
IEEE
Probabilistic latent semantic indexing (PLSI) represents documents of a collection as mixture proportions of latent topics, which are learned from the collection by an expectation...
ISICA
2007
Springer
14 years 22 days ago
2007
Springer
The latent class model or multivariate multinomial mixture is a powerful model for clustering discrete data. This model is expected to be useful to represent non-homogeneous popula...
CVPR
2009
IEEE
15 years 1 months ago
2009
IEEE
Latent Variable Models (LVM), like the Shared-GPLVM
and the Spectral Latent Variable Model, help mitigate over-
fitting when learning discriminative methods from small or
modera...