High-Dimensional Gaussian Process Bandits.
Josip DjolongaAndreas KrauseVolkan CevherPublished in: NIPS (2013)
Keyphrases
- gaussian process
- high dimensional
- gaussian processes
- gaussian process regression
- model selection
- latent space
- low dimensional
- regression model
- bayesian framework
- approximate inference
- latent variables
- covariance function
- hyperparameters
- semi supervised
- data points
- sparse approximations
- dimensionality reduction
- nearest neighbor
- marginal likelihood
- gaussian process classification
- gaussian process models
- feature space
- high dimensional data
- data mining
- noise level
- higher order
- support vector
- image segmentation