Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk.

Paul Hand Vladislav Voroninski

Published in: CoRR (2017)

Keyphrases

empirical risk
loss function
risk minimization
decision function
fixed number
prediction error
learning algorithm
convex optimization problems
machine learning
generative model
linear regression
least squares
probabilistic model
finite dimensional
high dimensional
pairwise
ridge regression
feature space