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Thomas Steinke

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The Discrete Gaussian for Differential Privacy

Apr 07, 2020
Clément Canonne, Gautam Kamath, Thomas Steinke

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Reasoning About Generalization via Conditional Mutual Information

Feb 14, 2020
Thomas Steinke, Lydia Zakynthinou

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Private Hypothesis Selection

May 30, 2019
Mark Bun, Gautam Kamath, Thomas Steinke, Zhiwei Steven Wu

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A Hybrid Approach to Privacy-Preserving Federated Learning

Dec 07, 2018
Stacey Truex, Nathalie Baracaldo, Ali Anwar, Thomas Steinke, Heiko Ludwig, Rui Zhang

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The Limits of Post-Selection Generalization

Jun 15, 2018
Kobbi Nissim, Adam Smith, Thomas Steinke, Uri Stemmer, Jonathan Ullman

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Calibrating Noise to Variance in Adaptive Data Analysis

Jun 11, 2018
Vitaly Feldman, Thomas Steinke

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Generalization for Adaptively-chosen Estimators via Stable Median

Jun 15, 2017
Vitaly Feldman, Thomas Steinke

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Concentrated Differential Privacy: Simplifications, Extensions, and Lower Bounds

May 06, 2016
Mark Bun, Thomas Steinke

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