Regret Bound for Safe Gaussian Process Bandit Optimization.
Sanae AmaniMahnoosh AlizadehChristos ThrampoulidisPublished in: L4DC (2020)
Keyphrases
- gaussian process
- regret bounds
- gaussian processes
- regression model
- bayesian framework
- latent variables
- online learning
- approximate inference
- hyperparameters
- semi supervised
- lower bound
- model selection
- linear regression
- bayesian inference
- machine learning
- probabilistic model
- maximum likelihood
- upper bound
- learning algorithm