@inproceedings{deFreitas:2013, title = "Exponential Regret Bounds for {Gaussian} Process Bandits with Deterministic Observations", author = "Nando de Freitas and Alex Smola and Masrour Zoghi", year = "2012", booktitle = "International Conference on Machine Learning (ICML)", url = "http://icml.cc/discuss/2012/853.html", }