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Optimal Multidimensional Differentially Private Mechanisms in the Large-Composition Regime.

, , , , , and . ISIT, page 2195-2200. IEEE, (2023)

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Polynomial Approximations of Conditional Expectations in Scalar Gaussian Channels., and . ISIT, page 420-425. IEEE, (2021)The Saddle-Point Accountant for Differential Privacy., , , , , , and . CoRR, (2022)Beyond Adult and COMPAS: Fairness in Multi-Class Prediction., , , , , , and . CoRR, (2022)Optimal Multidimensional Differentially Private Mechanisms in the Large-Composition Regime., , , , , and . ISIT, page 2195-2200. IEEE, (2023)Schrödinger Mechanisms: Optimal Differential Privacy Mechanisms for Small Sensitivity., , , , , and . ISIT, page 2201-2206. IEEE, (2023)Cactus Mechanisms: Optimal Differential Privacy Mechanisms in the Large-Composition Regime., , , , , and . ISIT, page 1838-1843. IEEE, (2022)Measuring Information From Moments., and . IEEE Trans. Inf. Theory, 70 (2): 763-802 (February 2024)Mutual Information as a Function of Moments., and . ISIT, page 3122-3126. IEEE, (2019)Optimal Spectral Initialization for Signal Recovery With Applications to Phase Retrieval., , and . IEEE Trans. Signal Process., 67 (9): 2347-2356 (2019)Arbitrariness Lies Beyond the Fairness-Accuracy Frontier., , , and . CoRR, (2023)