270 search results - page 27 / 54 » Hierarchical Gaussian process latent variable models |
139
Voted
IJNS
2010
15 years 2 months ago
2010
Abstract: Cascade process, such as wastewater treatment plant, includes many nonlinear subsystems and many variables. When the number of sub-systems is big, the input-output relati...
172
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ICIP
2007
IEEE
16 years 5 months ago
2007
IEEE
We develop a hierarchical, nonparametric statistical model for wavelet representations of natural images. Extending previous work on Gaussian scale mixtures, wavelet coefficients ...
132
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PKDD
2010
Springer
15 years 2 months ago
2010
Springer
Latent Dirichlet allocation is a fully generative statistical language model that has been proven to be successful in capturing both the content and the topics of a corpus of docum...
135
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ICIP
2005
IEEE
16 years 5 months ago
2005
IEEE
We consider the problem of image segmentation by clustering local histograms with parametric mixture-of-mixture models. These models represent each cluster by a single mixture mod...
151
Voted
ICASSP
2008
IEEE
15 years 10 months ago
2008
IEEE
This paper describes a new method for fast speaker adaptation in large vocabulary recognition systems. As in most HMM-based recognizers, the observation densities are modeled as a...