1440 search results - page 20 / 288 » Warped Gaussian Processes |
127
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ICIP
2006
IEEE
16 years 5 months ago
2006
IEEE
125
Voted
ICIP
2003
IEEE
16 years 5 months ago
2003
IEEE
135
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ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
The Gaussian process latent variable model (GP-LVM) is a powerful approach for probabilistic modelling of high dimensional data through dimensional reduction. In this paper we ext...
131
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CSDA
2004
15 years 3 months ago
2004
In this paper, the problem of time series prediction is studied. A Bayesian procedure based on Gaussian process models using a nonstationary covariance function is proposed. Exper...
131
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JMLR
2010
14 years 10 months ago
2010
We introduce a variational inference framework for training the Gaussian process latent variable model and thus performing Bayesian nonlinear dimensionality reduction. This method...