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Cynthia Dwork

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Individual Fairness in Pipelines

Apr 12, 2020
Cynthia Dwork, Christina Ilvento, Meena Jagadeesan

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Abstracting Fairness: Oracles, Metrics, and Interpretability

Apr 04, 2020
Cynthia Dwork, Christina Ilvento, Guy N. Rothblum, Pragya Sur

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Architecture Selection via the Trade-off Between Accuracy and Robustness

Jun 04, 2019
Zhun Deng, Cynthia Dwork, Jialiang Wang, Yao Zhao

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Differentially Private False Discovery Rate Control

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

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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

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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

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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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