Perturbed M-Estimation: A Further Investigation of Robust Statistics for
Differential Privacy

Perturbed M-Estimation: A Further Investigation of Robust Statistics for Differential Privacy

5 August 2021

Aleksandra B. Slavkovic

Roberto Molinari

Papers citing "Perturbed M-Estimation: A Further Investigation of Robust Statistics for Differential Privacy"

13 / 13 papers shown

Title
Privacy-preserving parametric inference: a case for robust statistics Marco Avella-Medina 26 51 0 22 Nov 2019
KNG: The K-Norm Gradient Mechanism M. Reimherr Jordan Awan 43 23 0 23 May 2019
Benefits and Pitfalls of the Exponential Mechanism with Applications to Hilbert Spaces and Functional PCA Jordan Awan Ana M. Kenney M. Reimherr Aleksandra B. Slavkovic 11 34 0 30 Jan 2019
The Structure of Optimal Private Tests for Simple Hypotheses C. Canonne Gautam Kamath Audra McMillan Adam D. Smith Jonathan R. Ullman 46 72 0 27 Nov 2018
Differentially Private Uniformly Most Powerful Tests for Binomial Data Jordan Awan Aleksandra B. Slavkovic 53 53 0 23 May 2018
On-Average KL-Privacy and its equivalence to Generalization for Max-Entropy Mechanisms Yu Wang Jing Lei S. Fienberg 34 48 0 08 May 2016
Differentially Private Chi-Squared Hypothesis Testing: Goodness of Fit and Independence Testing Marco Gaboardi H. Lim Ryan M. Rogers Salil P. Vadhan 52 139 0 07 Feb 2016
Privacy for Free: Posterior Sampling and Stochastic Gradient Monte Carlo Yu Wang S. Fienberg Alex Smola 46 248 0 26 Feb 2015
Near-Optimal Algorithms for Differentially-Private Principal Components Kamalika Chaudhuri Anand D. Sarwate Kaushik Sinha 54 153 0 12 Jul 2012
Convergence Rates for Differentially Private Statistical Estimation Kamalika Chaudhuri Daniel J. Hsu FedML 48 50 0 27 Jun 2012
Differential Privacy for Functions and Functional Data Rob Hall Alessandro Rinaldo Larry A. Wasserman 51 180 0 12 Mar 2012
Differentially Private Empirical Risk Minimization Kamalika Chaudhuri C. Monteleoni Anand D. Sarwate 93 1,482 0 01 Dec 2009
A statistical framework for differential privacy Larry A. Wasserman Shuheng Zhou 89 482 0 16 Nov 2008