Regret Bounds for Safe Gaussian Process Bandit Optimization.

Sanae Amani Mahnoosh Alizadeh Christos Thrampoulidis

Published in: CoRR (2020)

Keyphrases

gaussian process
regret bounds
multi armed bandit
regression model
latent variables
model selection
bayesian framework
approximate inference
online learning
lower bound
semi supervised
linear regression
random sampling
hyperparameters
upper bound
nearest neighbor