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Private Optimization Without Constraint Violations

Jul 02, 2020
Andrés Muñoz, Umar Syed, Sergei Vassilvitskii, Ellen Vitercik


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Statistical Cost Sharing

Mar 09, 2017
Eric Balkanski, Umar Syed, Sergei Vassilvitskii


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Learning Prices for Repeated Auctions with Strategic Buyers

Nov 26, 2013
Kareem Amin, Afshin Rostamizadeh, Umar Syed

* Neural Information Processing Systems (NIPS 2013) 

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Imitation Learning with a Value-Based Prior

Jun 20, 2012
Umar Syed, Robert E. Schapire

* Appears in Proceedings of the Twenty-Third Conference on Uncertainty in Artificial Intelligence (UAI2007) 

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Graphical Models for Bandit Problems

Feb 14, 2012
Kareem Amin, Michael Kearns, Umar Syed


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Adapting to the Shifting Intent of Search Queries

Jul 22, 2010
Umar Syed, Aleksandrs Slivkins, Nina Mishra

* This is the full version of the paper in NIPS'09 

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