Differential Privacy Over Riemannian Manifolds

3 November 2021

Papers citing "Differential Privacy Over Riemannian Manifolds"

10 / 10 papers shown

Title
Gaussian Differentially Private Human Faces Under a Face Radial Curve Representation Carlos Soto M. Reimherr Aleksandra B. Slavkovic Mark Shriver CVBM 51 1 0 10 Sep 2024
CoinPress: Practical Private Mean and Covariance Estimation Sourav Biswas Yihe Dong Gautam Kamath Jonathan R. Ullman 63 116 0 11 Jun 2020
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 29 35 0 30 Jan 2019
Privately Learning High-Dimensional Distributions Gautam Kamath Jerry Li Vikrant Singhal Jonathan R. Ullman FedML 90 151 0 01 May 2018
Riemannian Gaussian Distributions on the Space of Symmetric Positive Definite Matrices Salem Said Lionel Bombrun Y. Berthoumieu J. Manton 50 141 0 07 Jul 2015
Fingerprinting Codes and the Price of Approximate Differential Privacy Mark Bun Jonathan R. Ullman Salil P. Vadhan FedML 71 212 0 13 Nov 2013
Near-Optimal Algorithms for Differentially-Private Principal Components Kamalika Chaudhuri Anand D. Sarwate Kaushik Sinha 82 157 0 12 Jul 2012
On the Geometry of Differential Privacy Moritz Hardt Kunal Talwar 113 464 0 21 Jul 2009
A statistical framework for differential privacy Larry A. Wasserman Shuheng Zhou 105 485 0 16 Nov 2008
Simulation of the matrix Bingham-von Mises-Fisher distribution, with applications to multivariate and relational data P. Hoff 114 208 0 27 Dec 2007