Paul Allen School of Computer Science & Engineering, University of Washington, and Google Research; Paul Allen School of Computer Science & Engineering, University of Washington; Google Research
Xiyang Liu, Weihao Kong, Prateek Jain, Sewoong Oh
differential privacy;principal component analysis;private estimation
DP-PCA: Statistically Optimal and Differentially Private PCA