Wishart Mechanism for Differentially Private Principal Components Analysis.

Wuxuan Jiang Cong Xie Zhihua Zhang

Published in: AAAI (2016)

Keyphrases

principal components analysis
differentially private
differential privacy
covariance matrix
support vector machine
dimensionality reduction
principal components
feature extraction
linear discriminant analysis
multivariate statistical analysis
machine learning
knowledge discovery