Wishart Mechanism for Differentially Private Principal Components
Analysis

v1v2 (latest)

Wishart Mechanism for Differentially Private Principal Components Analysis

18 November 2015

ArXiv (abs)PDF HTML

Papers citing "Wishart Mechanism for Differentially Private Principal Components Analysis"

9 / 9 papers shown

Title
Less is More: Revisiting the Gaussian Mechanism for Differential Privacy Tianxi Ji Pan Li 41 1 0 04 Jun 2023
A Survey on Differential Privacy with Machine Learning and Future Outlook Samah Baraheem Z. Yao SyDa 66 1 0 19 Nov 2022
Shape And Structure Preserving Differential Privacy Carlos Soto Karthik Bharath M. Reimherr Aleksandra B. Slavkovic 64 8 0 21 Sep 2022
Stochastic and Private Nonconvex Outlier-Robust PCA Tyler Maunu Chenyun Yu Gilad Lerman 127 3 0 17 Mar 2022
Differential Private Knowledge Transfer for Privacy-Preserving Cross-Domain Recommendation Chaochao Chen Huiwen Wu Jiajie Su Lingjuan Lyu Xiaolin Zheng L. xilinx Wang 86 76 0 10 Feb 2022
Federated Unlearning Gaoyang Liu Xiaoqiang Ma Yang Yang Chen Wang Jiangchuan Liu MU 132 59 0 27 Dec 2020
P3GM: Private High-Dimensional Data Release via Privacy Preserving Phased Generative Model Shun Takagi Tsubasa Takahashi Yang Cao Masatoshi Yoshikawa SyDa 90 39 0 22 Jun 2020
Differential Privacy Techniques for Cyber Physical Systems: A Survey M. Hassan M. H. Rehmani Jinjun Chen 79 442 0 06 Dec 2018
Differentially Private Confidence Intervals for Empirical Risk Minimization Yue Wang Daniel Kifer Jaewoo Lee 72 35 0 11 Apr 2018