Efficient optimal learning for contextual bandits

Miroslav Dudik, Daniel Hsu, Satyen Kale, Nikos Karampatziakis, John Langford, Lev Reyzin, and Tong Zhang
2011

In Proceedings of the 27th Conference on Uncertainty in Artificial Intelligence (UAI-11)