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Unifying Privacy Loss Composition for Data Analytics

Apr 15, 2020
Mark Cesar, Ryan Rogers


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Guaranteed Validity for Empirical Approaches to Adaptive Data Analysis

Jun 21, 2019
Ryan Rogers, Aaron Roth, Adam Smith, Nathan Srebro, Om Thakkar, Blake Woodworth


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Protection Against Reconstruction and Its Applications in Private Federated Learning

Dec 03, 2018
Abhishek Bhowmick, John Duchi, Julien Freudiger, Gaurav Kapoor, Ryan Rogers


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Learning from Rational Behavior: Predicting Solutions to Unknown Linear Programs

Oct 26, 2016
Shahin Jabbari, Ryan Rogers, Aaron Roth, Zhiwei Steven Wu

* The short version of this paper appears in the proceedings of NIPS-16 

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Max-Information, Differential Privacy, and Post-Selection Hypothesis Testing

Sep 09, 2016
Ryan Rogers, Aaron Roth, Adam Smith, Om Thakkar


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Do Prices Coordinate Markets?

Jun 22, 2016
Justin Hsu, Jamie Morgenstern, Ryan Rogers, Aaron Roth, Rakesh Vohra


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