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Hilal Asi

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User-level Differentially Private Stochastic Convex Optimization: Efficient Algorithms with Optimal Rates

Nov 07, 2023
Hilal Asi, Daogao Liu

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Fast Optimal Locally Private Mean Estimation via Random Projections

Jun 26, 2023
Hilal Asi, Vitaly Feldman, Jelani Nelson, Huy L. Nguyen, Kunal Talwar

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Near-Optimal Algorithms for Private Online Optimization in the Realizable Regime

Feb 27, 2023
Hilal Asi, Vitaly Feldman, Tomer Koren, Kunal Talwar

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From Robustness to Privacy and Back

Feb 03, 2023
Hilal Asi, Jonathan Ullman, Lydia Zakynthinou

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Private optimization in the interpolation regime: faster rates and hardness results

Oct 31, 2022
Hilal Asi, Karan Chadha, Gary Cheng, John Duchi

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Private Online Prediction from Experts: Separations and Faster Rates

Oct 24, 2022
Hilal Asi, Vitaly Feldman, Tomer Koren, Kunal Talwar

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How many labelers do you have? A closer look at gold-standard labels

Jun 24, 2022
Chen Cheng, Hilal Asi, John Duchi

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Optimal Algorithms for Mean Estimation under Local Differential Privacy

May 05, 2022
Hilal Asi, Vitaly Feldman, Kunal Talwar

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Adapting to Function Difficulty and Growth Conditions in Private Optimization

Aug 05, 2021
Hilal Asi, Daniel Levy, John Duchi

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