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Ayfer Ozgur

Exact Optimality of Communication-Privacy-Utility Tradeoffs in Distributed Mean Estimation

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Jun 08, 2023
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Privacy Amplification via Compression: Achieving the Optimal Privacy-Accuracy-Communication Trade-off in Distributed Mean Estimation

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Apr 04, 2023
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Understanding Entropic Regularization in GANs

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Nov 02, 2021
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Batched Thompson Sampling

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Oct 01, 2021
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Asymptotic Performance of Thompson Sampling in the Batched Multi-Armed Bandits

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Oct 01, 2021
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Over-the-Air Statistical Estimation

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Mar 06, 2021
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Asymptotic Convergence of Thompson Sampling

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Nov 08, 2020
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Information Constrained Optimal Transport: From Talagrand, to Marton, to Cover

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Aug 24, 2020
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Global Multiclass Classification from Heterogeneous Local Models

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May 25, 2020
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Fisher information under local differential privacy

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May 21, 2020
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