Publications
Our teams aspire to make discoveries that impact everyone, and core to our approach is sharing our research and tools to fuel progress in the field.
Our teams aspire to make discoveries that impact everyone, and core to our approach is sharing our research and tools to fuel progress in the field.
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1 - 15 of 323 publications
Algorithms and Optimization
Robust Repeated Auctions Under Heterogeneous Buyer Behavior
Shipra Agrawal
Constantinos Daskalakis
Proceedings of the Nineteenth ACM Conference on Economics and Computation, EC '18 (2018)
Truthful Multi-Parameter Auctions with Online Supply: An Impossible Combination
Nikhil R. Devanur
Vasilis Syrgkanis
Proceedings of the Twenty-Ninth Annual ACM-SIAM Symposium on Discrete Algorithms, SODA 2018
PPP-Net: Platform-aware Progressive Search for Pareto-optimal Neural Architectures
Jin-Dong Dong
An-Chieh Cheng
Wei Wei
Min Sun
International Conference on Learning Representations (ICLR) Workshop (2018)
Hidden in Plain Sight: Classifying Emails Using Embedded Image Contents
Proceedings of the 2018 World Wide Web Conference (WWW 2018), pp. 1865-1874
Recommendations for all : solving thousands of recommendation problems a day
Proceedings of the 34th IEEE International Conference on Data Engineering (ICDE) (2018) (to appear)
Learning with Sparse and Biased Feedback for Personal Search
Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI) (2018), pp. 5219-5223
Fast Algorithms for Knapsack via Convolution and Prediction
MohammadTaghi Hajiaghayi
Saeed Seddighin
Proceedings of the 50th Annual ACM Symposium on the Theory of Computing (STOC) (2018), pp. 1269-1282
The Geometry of Random Features
Mark Rowland
Richard Turner
Adrian Weller
International Conference on Artificial Intelligence and Statistics (AISTATS) (2018)
Incentive-Aware Learning for Large Markets
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018, pp. 1369-1378
Neural Graph Learning: Training Neural Networks Using Graphs
Thang D. Bui
Sujith Ravi
Vivek Ramavajjala
Proceedings of 11th ACM International Conference on Web Search and Data Mining (WSDM) (2018)
Round Compression for Parallel Matching Algorithms
Aleksander Mądry
Artur Czumaj
Krzysztof Onak
Piotr Sankowski
Slobodan Mitrović
STOC 2018 (to appear)
Optimal Distributed Submodular Optimization via Sketching
Hossein Esfandiari
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (2018), pp. 1138-1147
