Publication Search Improves Label for Active Learning Alina Beygelzimer, Daniel Hsu, John Langford, Chicheng Zhang NIPS 2016 | December 2016
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, Miro Dudík Advances in Neural Information Processing Systems | December 2016 Project
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, 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 Subjective beliefs about the income distribution and preferences for redistribution Daniel G. Goldstein Social Choice and Welfare | September 2016, pp. 25-61
Research
Research