Publication Contextual bandits with surrogate losses: Margin bounds and efficient algorithms Dylan J. Foster, Akshay Krishnamurthy Advances in Neural Information Processing Systems | December 2018
Publication Model-Based Reinforcement Learning in Contextual Decision Processes Wen Sun, Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal, John Langford November 2018 November 2018 Project
Publication Integrating Market Makers, Limit Orders, and Continuous Trade in Prediction Markets Hoda Heidari, Sebastien Lahaie, David Pennock, Jennifer Wortman Vaughan ACM Transactions on Economics and Computation (TEAC) – Special Issue on EC’15 | November 2018, Vol 6
Publication Explanation, Prediction, And Causality: Three Sides Of The Same Coin? Duncan Watts, Emorie D Beck, Elisa Jayne Bienenstock, Jake Bowers, Aaron Frank, Anthony Grubesic, Jake Hofman, Julia M. Rohrer, Matthew Salganik October 2018 OSF | October 2018
Publication RobinHood: Tail Latency-Aware Caching — Dynamically Reallocating from Cache-Rich to Cache-Poor Daniel S. Berger, Benjamin Berg, Timothy Zhu, Mor Harchol-Balter, Siddhartha Sen 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI) | October 2018
Publication The FuzzyLog: A Partially Ordered Shared Log Joshua Lockerman, Jose Faleiro, Juno Kim, Soham Sankaran, Daniel J. Abadi, James Aspnes, Siddhartha Sen, Mahesh Balakrishnan 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI) | October 2018
Publication Access to Population-Level Signaling as a Source of Inequality Nicole Immorlica, Katrina Ligett, Juba Ziani September 2018
Publication Making Better Use of the Crowd: How Crowdsourcing Can Advance Machine Learning Research Jennifer Wortman Vaughan JMLR | September 2018, Vol 18(193): pp. 1-46
Publication Chameleon: Scalable Adaptation of Video Analytics Junchen Jiang, Ganesh Ananthanarayanan, Peter Bodík, Siddhartha Sen, Ion Stoica ACM Special Interest Group on Data Communication (SIGCOMM) | August 2018 Project
Publication The Influence of Context on Online Shopping Behavior: The Case of Concurrent TV Consumption Oliver Hinz, Shawndra Hill, Amit Sharma SSRN Electronic Journal | August 2018
Research
Research