Mixed-Stationary Gaussian Process for Flexible Non-Stationary Modeling of Spatial Outcomes.
Leo L. DuanXia WangRhonda D. SzczesniakPublished in: CoRR (2018)
Keyphrases
- non stationary
- gaussian process
- covariance function
- gaussian processes
- gaussian process models
- gaussian process regression
- model selection
- regression model
- bayesian framework
- gaussian process classification
- empirical mode decomposition
- approximate inference
- hyperparameters
- autoregressive
- latent variables
- sparse approximations
- multiscale
- image processing
- maximum likelihood
- higher order
- semi supervised
- upper bound
- multiresolution