Data-dependent PAC-Bayes priors via differential privacy.

Gintare Karolina Dziugaite Daniel M. Roy

Published in: CoRR (2018)

Keyphrases

data dependent
differential privacy
risk bounds
pac bayes
generalization bounds
privacy preserving
prior information
energy functional
data sets
training data
probabilistic model
graph cuts
model selection