Adaptive Differentially Private Empirical Risk Minimization.

Xiaoxia Wu Lingxiao Wang Irina Cristali Quanquan Gu Rebecca Willett

Published in: CoRR (2021)

Keyphrases

differentially private
empirical risk minimization
differential privacy
statistical learning theory
uniform convergence
empirical risk
machine learning
data sets
vc dimension
computationally tractable
supervised learning
sufficient conditions
data dependent