Weighted Gaussian Process Bandits for Non-stationary Environments.
Yuntian DengXingyu ZhouBaekjin KimAmbuj TewariAbhishek GuptaNess B. ShroffPublished in: AISTATS (2022)
Keyphrases
- gaussian process
- gaussian processes
- gaussian process regression
- regression model
- model selection
- bayesian framework
- approximate inference
- gaussian process classification
- hyperparameters
- latent variables
- semi supervised
- expectation propagation
- dynamical model
- gaussian process models
- covariance function
- sparse approximations
- similarity measure
- parameter values
- generative model
- marginal likelihood