@inproceedings{grunewalder:hal-00654517, TITLE = {{Regret Bounds for Gaussian Process Bandit Problems}}, AUTHOR = {Gr{\"u}new{\"a}lder, Steffen and Audibert, Jean-Yves and Opper, Manfred and Shawe-Taylor, John}, URL = {https://enpc.hal.science/hal-00654517}, BOOKTITLE = {{AISTATS 2010 - Thirteenth International Conference on Artificial Intelligence and Statistics}}, ADDRESS = {Chia Laguna Resort, Sardinia, Italy}, VOLUME = {9}, PAGES = {273-280}, YEAR = {2010}, MONTH = May, PDF = {https://enpc.hal.science/hal-00654517/file/AISTATS10.pdf}, HAL_ID = {hal-00654517}, HAL_VERSION = {v1}, }