Privacy-preserving parametric inference: a case for robust statistics

22 November 2019

Papers citing "Privacy-preserving parametric inference: a case for robust statistics"

15 / 15 papers shown

Title
Pre-Training Estimators for Structural Models: Application to Consumer Search Yanhao 'Max' Wei Zhenling Jiang 170 0 0 01 May 2025
Robust probabilistic inference via a constrained transport metric Abhisek Chakraborty A. Bhattacharya D. Pati 75 3 0 17 Mar 2023
The Test of Tests: A Framework For Differentially Private Hypothesis Testing Zeki Kazan Kaiyan Shi Adam Groce Andrew Bray 56 9 0 08 Feb 2023
Robustness Implies Privacy in Statistical Estimation Samuel B. Hopkins Gautam Kamath Mahbod Majid Shyam Narayanan 111 57 0 09 Dec 2022
Analyzing the Differentially Private Theil-Sen Estimator for Simple Linear Regression Jayshree Sarathy Salil P. Vadhan 64 7 0 27 Jul 2022
Hypothesis Testing for Differentially Private Linear Regression Daniel Alabi Salil P. Vadhan FedML 73 13 0 29 Jun 2022
Statistical Data Privacy: A Song of Privacy and Utility Aleksandra B. Slavkovic Jeremy Seeman 42 27 0 06 May 2022
Statistic Selection and MCMC for Differentially Private Bayesian Estimation Barış Alparslan S. Yıldırım 44 3 0 24 Mar 2022
One-bit Submission for Locally Private Quasi-MLE: Its Asymptotic Normality and Limitation Hajime Ono Kazuhiro Minami H. Hino 42 0 0 15 Feb 2022
Mitigating Statistical Bias within Differentially Private Synthetic Data Sahra Ghalebikesabi H. Wilde Jack Jewson Arnaud Doucet Sandra Jeanne Vollmer Chris Holmes SyDa 73 7 0 24 Aug 2021
Perturbed M-Estimation: A Further Investigation of Robust Statistics for Differential Privacy Aleksandra B. Slavkovic Roberto Molinari 47 5 0 05 Aug 2021
Subset Privacy: Draw from an Obfuscated Urn G. Wang Jie Ding 44 2 0 02 Jul 2021
Differentially private inference via noisy optimization Marco Avella-Medina Casey Bradshaw Po-Ling Loh FedML 90 31 0 19 Mar 2021
Exact Inference with Approximate Computation for Differentially Private Data via Perturbations Ruobin Gong 82 25 0 26 Sep 2019
Differentially private sub-Gaussian location estimators Marco Avella-Medina Victor-Emmanuel Brunel 60 18 0 27 Jun 2019