Sparse Gaussian Processes Revisited: Bayesian Approaches to Inducing-Variable Approximations.
Simone RossiMarkus HeinonenEdwin V. BonillaZheyang ShenMaurizio FilipponePublished in: AISTATS (2021)
Keyphrases
- bayesian approaches
- gaussian processes
- covariance function
- gaussian process
- gaussian process regression
- bayesian methods
- hyperparameters
- multi task learning
- closed form
- model selection
- expectation propagation
- regression model
- high dimensional
- bayesian framework
- multi task
- decision trees
- maximum likelihood
- semi supervised