Differentially Private Empirical Risk Minimization with Input Perturbation.

Kazuto Fukuchi Quang Khai Tran Jun Sakuma

Published in: CoRR (2017)

Keyphrases

differentially private
empirical risk minimization
differential privacy
statistical learning theory
vc dimension
uniform convergence
input data
privacy guarantees
empirical risk
generalization bounds
rates of convergence
active learning
phase transition