Sub-linear Regret Bounds for Bayesian Optimisation in Unknown Search Spaces.

Hung Tran-The Sunil Gupta Santu Rana Huong Ha Svetha Venkatesh

Published in: CoRR (2020)

Keyphrases

regret bounds
search space
multi armed bandit
lower bound
bayesian networks
upper bound
online learning
linear regression
decision trees
pairwise
special case
least squares
mutual information
generative model