DP-PCA: Statistically Optimal and Differentially Private PCA.

Xiyang Liu Weihao Kong Prateek Jain Sewoong Oh

Published in: CoRR (2022)

Keyphrases

principal component analysis
differentially private
dimensionality reduction
face recognition
feature extraction
dynamic programming
high dimensional
low dimensional
random projections
data sets
databases
feature space
data model
high dimensional data