A Kronecker product accelerated efficient sparse Gaussian Process (E-SGP) for flow emulation.
Yu DuanMatthew D. EatonMichael J. BluckPublished in: CoRR (2023)
Keyphrases
- gaussian process
- kronecker product
- gaussian processes
- covariance function
- sparse approximations
- gaussian process regression
- bayesian framework
- approximate inference
- gaussian process classification
- regression model
- expectation propagation
- sparse approximation
- latent variables
- model selection
- semi supervised
- non stationary
- upper bound
- hyperparameters
- sparse representation
- higher order