Sparse Gaussian Process for Spatial Function Estimation with Mobile Sensor Networks.
Bowen LuDongbing GuHuosheng HuKlaus D. McDonald-MaierPublished in: EST (2012)
Keyphrases
- gaussian process
- covariance function
- gaussian processes
- gaussian process regression
- sparse approximations
- mobile sensor networks
- regression model
- model selection
- approximate inference
- bayesian framework
- hyperparameters
- sparse approximation
- semi supervised
- sensor networks
- gaussian process classification
- expectation propagation
- latent variables
- data sets
- non stationary
- parameter estimation
- high dimensional
- cross validation
- gaussian process models
- higher order
- data analysis