Multi-fidelity Gaussian Process Bandit Optimisation.
Kirthevasan KandasamyGautam DasarathyJunier B. OlivaJeff G. SchneiderBarnabás PóczosPublished in: J. Artif. Intell. Res. (2019)
Keyphrases
- gaussian process
- gaussian processes
- gaussian process regression
- regression model
- hyperparameters
- approximate inference
- model selection
- bayesian framework
- random sampling
- semi supervised
- latent variables
- gaussian process classification
- dynamical model
- expectation propagation
- sparse approximations
- genetic algorithm
- covariance function
- pairwise
- data sets