Hierarchical Inducing Point Gaussian Process for Inter-domian Observations.
Luhuan WuAndrew MillerLauren AndersonGeoff PleissDavid M. BleiJohn P. CunninghamPublished in: AISTATS (2021)
Keyphrases
- gaussian process
- gaussian processes
- gaussian process regression
- bayesian framework
- approximate inference
- regression model
- dynamical models
- model selection
- dynamical model
- semi supervised
- hyperparameters
- expectation propagation
- sparse approximations
- bayesian nonparametric
- latent variables
- gaussian process models
- gaussian process classification
- prior knowledge
- covariance function
- cross validation
- latent space
- marginal likelihood
- high resolution
- high dimensional
- training set