Batched Gaussian Process Bandit Optimization via Determinantal Point Processes.
Tarun KathuriaAmit DeshpandePushmeet KohliPublished in: NIPS (2016)
Keyphrases
- point processes
- gaussian process
- gaussian processes
- monte carlo
- gaussian process regression
- hot spots
- regression model
- bayesian framework
- model selection
- approximate inference
- hyperparameters
- latent variables
- covariance function
- semi supervised
- markov chain
- random sampling
- spatial analysis
- expectation propagation
- gaussian process models
- sparse approximations
- computer vision
- probabilistic model