Efficient Empirical Risk Minimization with Smooth Loss Functions in Non-interactive Local Differential Privacy.

Di Wang Marco Gaboardi Jinhui Xu

Published in: CoRR (2018)

Keyphrases

loss function
empirical risk
empirical risk minimization
differential privacy
risk minimization
pairwise
privacy preserving
reproducing kernel hilbert space
learning to rank
decision function
uniform convergence
support vector
information retrieval
prediction error
boosting algorithms