Online learning of sparse pseudo-input Gaussian Process.
Heung-Il SukYuzhuo WangSeong-Whan LeePublished in: SMC (2012)
Keyphrases
- gaussian process
- online learning
- covariance function
- sparse approximations
- gaussian processes
- sparse approximation
- gaussian process regression
- regression model
- hyperparameters
- approximate inference
- bayesian framework
- latent variables
- model selection
- sparse representation
- gaussian process classification
- gaussian process models
- e learning
- semi supervised
- input data
- high dimensional
- active learning
- parameter space
- high dimensional data
- maximum likelihood
- decision trees
- data sets