Publication Predicting Individual Behavior with Social Networks Sharad Goel, Daniel G. Goldstein January 2014
Publication Adaptive Contract Design for Crowdsourcing Markets: Bandit Algorithms for Repeated Principal-Agent Problems Chien-Ju Ho, Aleksandrs Slivkins, Jennifer Wortman Vaughan 15th ACM Conf. on Economics and Computation (EC) | January 2014 Project
Publication Near-optimal anomaly detection in graphs using Lovasz extended scan statistic James Sharpnack, Akshay Krishnamurthy, Aarti Singh Advances in Neural Information Processing Systems | December 2013
Publication Efficient Online Bootstrapping for Large Scale Learning Zhen Qin, Vaclav Petricek, Nikos Karampatziakis, Lihong Li, John Langford (jcl) MSR-TR-2013-132 | December 2013 Published by Microsoft Presented at the Big Learning Workshop at the 2013 Neural Information Processing Systems Conference.
Publication Low-Rank Matrix and Tensor Completion via Adaptive Sampling Akshay Krishnamurthy, Aarti Singh Advances in Neural Information Processing Systems | December 2013
Publication Mining Large-scale TV Group Viewing Patterns for Group Recommendation Allison J.B. Chaney, Mike Gartrell, Jake Hofman, John Guiver, Noam Koenigstein, Pushmeet Kohli, Ulrich Paquet MSR-TR-2013-114 | November 2013
Publication Counterfactual Reasoning and Learning Systems: The Example of Computational Advertising Denis Charles, Max Chickering, Patrice Simard Journal of Machine Learning Research | November 2013, Vol 14: pp. 3207-3260
Publication Consistency-based service level agreements for cloud storage Douglas B. Terry, Vijayan Prabhakaran, Ramakrishna Kotla, Mahesh Balakrishnan, Marcos K. Aguilera, Hussam Abu-Libdeh SOSP ’13: Proceedings of the Twenty-Fourth ACM Symposium on Operating Systems Principles | November 2013 ISBN: 978-1-4503-2388-8
Publication Recovering graph-structured activations using adaptive compressive measurements Akshay Krishnamurthy (akshaykr), James Sharpnack, Aarti Singh Asilomar Conference on Signals, Systems, and Computers | November 2013
Publication Para-active learning Alekh Agarwal, Leon Bottou, Miroslav Dudik, John Langford October 2013
