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All publications by Yisong Yue
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Smooth Interactive Submodular Set Cover
Bryan D. He and Yisong Yue
Advances in Neural Information Processing Systems 28, 2015


Learning Policies for Contextual Submodular Prediction
Stephane Ross, Jiaji Zhou, Yisong Yue, Debadeepta Dey and Drew Bagnell
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Hierarchical Exploration for Accelerating Contextual Bandits
Yisong Yue, Sue A. Hong and Carlos Guestrin
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Linear Submodular Bandits and their Application to Diversified Retrieval
Yisong Yue and Carlos Guestrin
Advances in Neural Information Processing Systems 24, 2011


Beat the Mean Bandit
Yisong Yue and Thorsten Joachims
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Interactively optimizing information retrieval systems as a dueling bandits problem
Yisong Yue and Thorsten Joachims
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009


Predicting diverse subsets using structural SVMs
Yisong Yue and Thorsten Joachims
Proceedings of the 25th International Conference on Machine Learning (ICML-08), 2008