DP-PCA: Statistically Optimal and Differentially Private PCA

27 May 2022

Papers citing "DP-PCA: Statistically Optimal and Differentially Private PCA"

5 / 55 papers shown

Title
The Composition Theorem for Differential Privacy Peter Kairouz Sewoong Oh Pramod Viswanath 143 685 0 04 Nov 2013
Bayesian Differential Privacy through Posterior Sampling Christos Dimitrakakis B. Nelson and Zuhe Zhang Aikaterini Mitrokotsa Benjamin I. P. Rubinstein 89 118 0 05 Jun 2013
Near-Optimal Algorithms for Differentially-Private Principal Components Kamalika Chaudhuri Anand D. Sarwate Kaushik Sinha 99 158 0 12 Jul 2012
Minimax Rates of Estimation for Sparse PCA in High Dimensions Vincent Q. Vu Jing Lei 135 141 0 03 Feb 2012
Principal Component Analysis with Contaminated Data: The High Dimensional Case Huan Xu Constantine Caramanis Shie Mannor 87 57 0 24 Feb 2010