Preprint
On the Noise-Information Separation of a Private Principal Component Analysis Scheme
Abstract
In a survey disclosure model, we consider an additive noise privacy mechanism
and study the trade-off between privacy guarantees and statistical utility.
Authors
Diaz M; Asoodeh S; Alajaji F; Linder T; Belinschi S; Mingo J
Publication date
January 10, 2018
DOI
10.48550/arxiv.1801.03553
Preprint server
arXiv