Regret Bounds for Expected Improvement Algorithms in Gaussian Process Bandit Optimization.

Hung Tran-The Sunil Gupta Santu Rana Svetha Venkatesh

Published in: CoRR (2022)

Keyphrases

gaussian process
regret bounds
multi armed bandit
bayesian framework
learning algorithm
latent variables
lower bound
semi supervised
maximum likelihood
model selection
statistical models
bregman divergences