Combinatorial Gaussian Process Bandits with Probabilistically Triggered Arms.
Ilker DemirelCem TekinPublished in: AISTATS (2021)
Keyphrases
- gaussian process
- multi armed bandits
- multi armed bandit problems
- gaussian processes
- regression model
- model selection
- approximate inference
- gaussian process regression
- bayesian framework
- latent variables
- gaussian process classification
- semi supervised
- bandit problems
- hyperparameters
- sparse approximations
- expectation propagation
- dynamical model
- covariance function
- gaussian process models
- multi armed bandit
- data mining
- prior information
- marginal likelihood
- image denoising