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John Duchi

Resampling methods for Private Statistical Inference

Feb 11, 2024
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Collaboratively Learning Linear Models with Structured Missing Data

Jul 22, 2023
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Differentially Private Heavy Hitter Detection using Federated Analytics

Jul 21, 2023
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A Fast Algorithm for Adaptive Private Mean Estimation

Jan 17, 2023
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Private optimization in the interpolation regime: faster rates and hardness results

Oct 31, 2022
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Subspace Recovery from Heterogeneous Data with Non-isotropic Noise

Oct 24, 2022
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How many labelers do you have? A closer look at gold-standard labels

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Jun 24, 2022
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Query-Adaptive Predictive Inference with Partial Labels

Jun 15, 2022
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Memorize to Generalize: on the Necessity of Interpolation in High Dimensional Linear Regression

Feb 20, 2022
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Predictive Inference with Weak Supervision

Feb 09, 2022
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