Publication Doubly Robust Policy Evaluation and Optimization Miro Dudík, Dumitru Erhan, John Langford, Lihong Li Statistical Science | November 2014 Project Project
Publication Subspace learning from extremely compressed measurements Akshay Krishnamurthy, Martin Azizyan, Aarti Singh Asilomar Conference on Signals, Systems, and Computers | November 2014
Publication Sketch-based Influence Maximization and Computation: Scaling up with Guarantees Edith Cohen, Thomas Pajor, Daniel Delling, Renato F. Werneck USENIX NSDI | November 2014
Publication Scalable Nonlinear Learning with Adaptive Polynomial Expansions Alekh Agarwal, Alina Beygelzimer, John Langford, Daniel Hsu, Matus Telgarsky Advances in Neural Information Processing Systems 27 (NIPS 2014) | October 2014
Publication Computing Classic Closeness Centrality, at Scale Thomas Pajor Proceedings of the Second ACM Conference on Online Social Networks (COSN’14) | October 2014 Won best paper award of COSN’14.
Publication ICE: Enabling Non-Experts to Build Models Interactively for Large-Scale Lopsided Problems Patrice Simard, Max Chickering, Apama Lakshmiratan, Denis Charles, Leon Bottou, Carlos Garcia Jurado Suarez, David Grangier, Saleema Amershi, Johan Verwey, Jina Suh MSR-TR-2014-128 | September 2014 Project
Publication Forecasting elections with non-representative polls Wei Wang, David Rothschild, Sharad Goel, Andrew Gelman International Journal of Forecasting | September 2014
Publication The Trafficking-Technology Nexus Jennifer Musto, danah boyd Social Politics | August 2014
Publication XRay: Increasing the Web’s Transparency with Differential Correlation Mathias Lecuyer, Guillaume Ducoffe, Francis Lan, Andrei Papancea, Theofilos Petsios, Riley Spahn, Augustin Chaintreau, Roxana Geambasu USENIX Security’14 | August 2014
Publication Conditional Probability Tree Estimation Analysis and Algorithms Alina Beygelzimer, John Langford, Yuri Lifshits, Gregory Sorkin, Alex Strehl Twenty-Fifth Conference on Uncertainty in Artificial Intelligence | August 2014 See related paper from June 2009
