@INPROCEEDINGS{cDudikHKKLRZ11, AUTHOR = "Miroslav Dudik and Daniel Hsu and Satyen Kale and Nikos Karampatziakis and John Langford and Lev Reyzin and Tong Zhang", TITLE = "Efficient Optimal Learning for Contextual Bandits", BOOKTITLE = "Proceedings of the Proceedings of the Twenty-Seventh Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI-11)", PUBLISHER = "AUAI Press", ADDRESS = "Corvallis, Oregon", YEAR = "2011", PAGES = "169-178" }