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Differentially Private False Discovery Rate Control


Jul 11, 2018
Cynthia Dwork, Weijie J. Su, Li Zhang

* 43 pages, 4 figures. This subsumes arXiv: 1511.03803 

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Fairness Under Composition


Jun 15, 2018
Cynthia Dwork, Christina Ilvento


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Privacy-preserving Prediction


May 09, 2018
Cynthia Dwork, Vitaly Feldman

* Accepted for presentation at Conference on Learning Theory (COLT) 2018 

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Decoupled classifiers for fair and efficient machine learning


Jul 20, 2017
Cynthia Dwork, Nicole Immorlica, Adam Tauman Kalai, Max Leiserson


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Preserving Statistical Validity in Adaptive Data Analysis


Mar 02, 2016
Cynthia Dwork, Vitaly Feldman, Moritz Hardt, Toniann Pitassi, Omer Reingold, Aaron Roth

* Updated related work with recent developments 

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Private False Discovery Rate Control


Nov 12, 2015
Cynthia Dwork, Weijie Su, Li Zhang


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Generalization in Adaptive Data Analysis and Holdout Reuse


Sep 25, 2015
Cynthia Dwork, Vitaly Feldman, Moritz Hardt, Toniann Pitassi, Omer Reingold, Aaron Roth


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