Differentially private depth functions and their associated medians

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Differentially private depth functions and their associated medians

7 January 2021

Shojaéddin Chenouri

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Papers citing "Differentially private depth functions and their associated medians"

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Title
A Polynomial Time, Pure Differentially Private Estimator for Binary Product Distributions Vikrant Singhal 91 9 0 13 Apr 2023
Robustness Implies Privacy in Statistical Estimation Samuel B. Hopkins Gautam Kamath Mahbod Majid Shyam Narayanan 111 57 0 09 Dec 2022
Easy Differentially Private Linear Regression Kareem Amin Matthew Joseph Mónica Ribero Sergei Vassilvitskii FedML 67 17 0 15 Aug 2022
Analyzing the Differentially Private Theil-Sen Estimator for Simple Linear Regression Jayshree Sarathy Salil P. Vadhan 64 7 0 27 Jul 2022
Differentially Private Estimation via Statistical Depth Ryan Cumings-Menon 39 3 0 26 Jul 2022
Covariance-Aware Private Mean Estimation Without Private Covariance Estimation Gavin Brown Marco Gaboardi Adam D. Smith Jonathan R. Ullman Lydia Zakynthinou FedML 97 50 0 24 Jun 2021