Private Empirical Risk Minimization, Revisited.

Raef Bassily Adam D. Smith Abhradeep Thakurta

Published in: CoRR (2014)

Keyphrases

empirical risk minimization
statistical learning theory
uniform convergence
empirical risk
vc dimension
rates of convergence
loss function
phase transition
computationally tractable
machine learning
special case
statistical learning
objective function
sample size
generalization bounds