Data-dependent PAC-Bayes priors via differential privacy.

Gintare Karolina Dziugaite Daniel M. Roy

Published in: NeurIPS (2018)

Keyphrases

data dependent
differential privacy
risk bounds
pac bayes
generalization bounds
privacy preserving
prior information
energy functional
bayesian framework
hash functions
reproducing kernel hilbert space
feature selection
uniform convergence
empirical risk minimization