Differential Privacy Over Riemannian Manifolds

3 November 2021

Papers citing "Differential Privacy Over Riemannian Manifolds"

14 / 14 papers shown

Title
Conformal-DP: Differential Privacy on Riemannian Manifolds via Conformal Transformation Peilin He Liou Tang M. Amin Rahimian James Joshi 21 0 0 29 Apr 2025
Differentially Private Geodesic and Linear Regression Aditya Kulkarni Carlos Soto 26 0 0 15 Apr 2025
Gaussian Differentially Private Human Faces Under a Face Radial Curve Representation Carlos Soto M. Reimherr Aleksandra B. Slavkovic Mark Shriver CVBM 21 1 0 10 Sep 2024
Riemannian coordinate descent algorithms on matrix manifolds Andi Han Pratik Jawanpuria Bamdev Mishra 30 3 0 04 Jun 2024
Random matrix theory improved Fréchet mean of symmetric positive definite matrices Florent Bouchard A. Mian Malik Tiomoko G. Ginolhac Frédéric Pascal 32 1 0 10 May 2024
Federated Learning on Riemannian Manifolds with Differential Privacy Zhenwei Huang Wen Huang Pratik Jawanpuria Bamdev Mishra FedML 32 6 0 15 Apr 2024
Gaussian Differential Privacy on Riemannian Manifolds Yangdi Jiang Xiaotian Chang Yi Liu Lei Ding Linglong Kong Bei Jiang 31 6 0 09 Nov 2023
DPZero: Private Fine-Tuning of Language Models without Backpropagation Liang Zhang Bingcong Li K. K. Thekumparampil Sewoong Oh Niao He 28 11 0 14 Oct 2023
Rieoptax: Riemannian Optimization in JAX Saiteja Utpala Andi Han Pratik Jawanpuria Bamdev Mishra 16 3 0 10 Oct 2022
Shape And Structure Preserving Differential Privacy Carlos Soto Karthik Bharath M. Reimherr Aleksandra B. Slavkovic 16 7 0 21 Sep 2022
Differentially Private Fréchet Mean on the Manifold of Symmetric Positive Definite (SPD) Matrices with log-Euclidean Metric Saiteja Utpala Praneeth Vepakomma Nina Miolane 14 7 0 08 Aug 2022
Differentially private Riemannian optimization Andi Han Bamdev Mishra Pratik Jawanpuria Junbin Gao 22 10 0 19 May 2022
Formal Privacy for Partially Private Data Jeremy Seeman M. Reimherr Aleksandra B. Slavkovic 22 3 0 03 Apr 2022
Privately Learning High-Dimensional Distributions Gautam Kamath Jerry Li Vikrant Singhal Jonathan R. Ullman FedML 62 147 0 01 May 2018