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John C. Duchi

Predictive Inference in Multi-environment Scenarios

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Mar 25, 2024
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PPI++: Efficient Prediction-Powered Inference

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Nov 02, 2023
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The Lifecycle of a Statistical Model: Model Failure Detection, Identification, and Refitting

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Feb 08, 2022
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Accelerated, Optimal, and Parallel: Some Results on Model-Based Stochastic Optimization

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Jan 07, 2021
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Large-Scale Methods for Distributionally Robust Optimization

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Oct 12, 2020
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Robust Validation: Confident Predictions Even When Distributions Shift

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Aug 10, 2020
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Second-Order Information in Non-Convex Stochastic Optimization: Power and Limitations

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Jun 24, 2020
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Near Instance-Optimality in Differential Privacy

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May 16, 2020
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Lower Bounds for Non-Convex Stochastic Optimization

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Dec 05, 2019
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Necessary and Sufficient Geometries for Gradient Methods

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Oct 28, 2019
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