@inproceedings{scarlett2017lower, Author = {Scarlett, Jonathan and Bogunovic, Ilija and Cevher, Volkan}, Booktitle = {International Conference on Learning Theory (COLT)}, Title = {Lower Bounds on Regret for Noisy Gaussian Process Bandit Optimization}, Year = {2017} }