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Abhradeep Guha Thakurta

Improved Differentially Private and Lazy Online Convex Optimization

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Dec 20, 2023
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(Amplified) Banded Matrix Factorization: A unified approach to private training

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Jun 13, 2023
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Private and Efficient Meta-Learning with Low Rank and Sparse Decomposition

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Oct 07, 2022
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When Does Differentially Private Learning Not Suffer in High Dimensions?

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Jul 09, 2022
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Private Matrix Approximation and Geometry of Unitary Orbits

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Jul 06, 2022
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Private Online Prefix Sums via Optimal Matrix Factorizations

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Feb 16, 2022
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Node-Level Differentially Private Graph Neural Networks

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Dec 06, 2021
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