DP-PCA: Statistically Optimal and Differentially Private PCA.

Xiyang Liu Weihao Kong Prateek Jain Sewoong Oh

Published in: NeurIPS (2022)

Keyphrases

principal component analysis
differentially private
dimensionality reduction
face recognition
feature extraction
feature space
dynamic programming
dimension reduction
low dimensional
databases
database systems
digital libraries
high dimensional
social media
random projections