Multi-fidelity Gaussian Process Bandit Optimisation.
Kirthevasan KandasamyGautam DasarathyJunier B. OlivaJeff G. SchneiderBarnabás PóczosPublished in: CoRR (2016)
Keyphrases
- gaussian process
- gaussian processes
- regression model
- bayesian framework
- gaussian process regression
- model selection
- latent variables
- approximate inference
- hyperparameters
- semi supervised
- gaussian process models
- dynamical model
- gaussian process classification
- covariance function
- expectation propagation
- random sampling
- sparse approximations
- bayesian inference
- active learning