Adversarial Training is a Form of Data-dependent Operator Norm Regularization.

Kevin Roth Yannic Kilcher Thomas Hofmann

Published in: NeurIPS (2020)

Keyphrases

data dependent
norm regularization
training set
reproducing kernel hilbert space
data sets
higher order
sparse representation
convex optimization
canonical correlation analysis
regularization methods