High-dimensional Bayesian optimization with projections using quantile Gaussian processes.
Riccardo MoriconiK. S. Sesh KumarMarc Peter DeisenrothPublished in: Optim. Lett. (2020)
Keyphrases
- gaussian processes
- high dimensional
- gaussian process
- bayesian approaches
- multi task learning
- bayesian methods
- relevance vector machine
- human pose estimation
- gaussian process regression
- preference learning
- covariance function
- multi task
- dirichlet process
- bayesian framework
- dimensionality reduction
- similarity measure
- higher order
- bayesian learning