@inproceedings{NEURIPS2018_01e9565c, author = {Foster, Dylan J and Krishnamurthy, Akshay}, booktitle = {Advances in Neural Information Processing Systems}, editor = {S. Bengio and H. Wallach and H. Larochelle and K. Grauman and N. Cesa-Bianchi and R. Garnett}, pages = {}, publisher = {Curran Associates, Inc.}, title = {Contextual bandits with surrogate losses: Margin bounds and efficient algorithms}, url = {https://proceedings.neurips.cc/paper_files/paper/2018/file/01e9565cecc4e989123f9620c1d09c09-Paper.pdf}, volume = {31}, year = {2018} }