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Abhradeep Thakurta

On Design Principles for Private Adaptive Optimizers

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Jul 01, 2025
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Correlated Noise Mechanisms for Differentially Private Learning

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Jun 09, 2025
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Preserving Expert-Level Privacy in Offline Reinforcement Learning

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Nov 18, 2024
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Training Large ASR Encoders with Differential Privacy

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Sep 21, 2024
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Optimal Rates for DP-SCO with a Single Epoch and Large Batches

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Jun 04, 2024
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Efficient and Near-Optimal Noise Generation for Streaming Differential Privacy

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Apr 26, 2024
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Private Gradient Descent for Linear Regression: Tighter Error Bounds and Instance-Specific Uncertainty Estimation

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Feb 21, 2024
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Private Learning with Public Features

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Oct 24, 2023
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Privacy Amplification for Matrix Mechanisms

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Oct 24, 2023
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Correlated Noise Provably Beats Independent Noise for Differentially Private Learning

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Oct 10, 2023
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