Differentially Private Confidence Intervals for Empirical Risk Minimization.

Yue Wang Daniel Kifer Jaewoo Lee

Published in: J. Priv. Confidentiality (2019)

Keyphrases

empirical risk minimization
confidence intervals
differentially private
sample size
vc dimension
differential privacy
markov chain
monte carlo
privacy preserving
generalization bounds
conditional probabilities
test set
roc curve
test collection
search engine
regression model
high dimensional
bayesian networks