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Raef Bassily

Public-data Assisted Private Stochastic Optimization: Power and Limitations

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Mar 06, 2024
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Differentially Private Worst-group Risk Minimization

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Feb 29, 2024
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Differentially Private Non-Convex Optimization under the KL Condition with Optimal Rates

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Nov 22, 2023
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Differentially Private Domain Adaptation with Theoretical Guarantees

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Jun 15, 2023
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Differentially Private Algorithms for the Stochastic Saddle Point Problem with Optimal Rates for the Strong Gap

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Feb 24, 2023
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Private Domain Adaptation from a Public Source

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Aug 12, 2022
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Faster Rates of Convergence to Stationary Points in Differentially Private Optimization

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Jun 02, 2022
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Differentially Private Generalized Linear Models Revisited

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May 06, 2022
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Differentially Private Learning with Margin Guarantees

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Apr 21, 2022
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Differentially Private Stochastic Optimization: New Results in Convex and Non-Convex Settings

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Jul 13, 2021
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