Publication Efficient Second Order Online Learning by Sketching Haipeng Luo, Alekh Agarwal, Nicolo Cesa-Bianchi, John Langford Advances in Neural Information Processing Systems 29 (NIPS 2016) | December 2016 Advances in Neural Information Processing Systems 29 (NIPS 2016)
Publication Contextual Semibandits via Supervised Learning Oracles Akshay Krishnamurthy, Alekh Agarwal, Miro Dudík Advances in Neural Information Processing Systems | December 2016 Project
Publication Mathematical Foundations for Social Computing Yiling Chen, Arpita Ghosh, Michael Kearns, Tim Roughgarden, Jennifer Wortman Vaughan Communications of the ACM | December 2016, Vol 59(12): pp. 102-108
Publication PAC Reinforcement Learning with Rich Observations Akshay Krishnamurthy, Alekh Agarwal, John Langford Advances in Neural Information Processing Systems | December 2016 Project
Publication Improved Regret Bounds for Oracle-Based Adversarial Contextual Bandits Vasilis Syrgkanis, Haipeng Luo, Akshay Krishnamurthy, Robert E. Schapire Advances in Neural Information Processing Systems | December 2016
Publication Contextual Semibandits via Supervised Learning Oracles Akshay Krishnamurthy, Alekh Agarwal, Miroslav Dudik NIPS’16 Proceedings of the 30th International Conference on Neural Information Processing Systems | November 2016
Publication Television and Digital Advertising: Second Screen Response and Coordination with Sponsored Search Shawndra Hill, Gordon Burtch, Michael Barto SSRN Electronic Journal | October 2016
Publication A Clustering Approach to Learn Sparsely-Used Overcomplete Dictionaries Alekh Agarwal, Animashree Anandkumar, Praneeth Netrapalli IEEE Transcations on Information Theory | September 2016
Publication Learning Sparsely Used Overcomplete Dictionaries via Alternating Minimization Alekh Agarwal, Animashree Anandkumar, Prateek Jain, Praneeth Netrapalli SIAM Journal of Optimization | September 2016, Vol 26: pp. 2775-2799
Publication Deletion Without Rebalancing in Binary Search Trees Siddhartha Sen, Robert E. Tarjan, David Hong Kyun Kim ACM Transactions on Algorithms | September 2016 To appear
