1440 search results - page 20 / 288 » Warped Gaussian Processes |
80
Voted
ICIP
2006
IEEE
15 years 11 months ago
2006
IEEE
80
Voted
ICIP
2003
IEEE
15 years 11 months ago
2003
IEEE
ICML
2007
IEEE
15 years 10 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...
CSDA
2004
14 years 9 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...
JMLR
2010
14 years 4 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...