Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk.

Paul Hand Vladislav Voroninski

Published in: IEEE Trans. Inf. Theory (2020)

Keyphrases

empirical risk
loss function
risk minimization
decision function
generative model
fixed number
ridge regression
prediction error
uniform convergence
bayesian framework