Adversarial Training Generalizes Data-dependent Spectral Norm Regularization.

Kevin Roth Yannic Kilcher Thomas Hofmann

Published in: CoRR (2019)

Keyphrases

data dependent
norm regularization
sparse representation
convex optimization
regularization methods
canonical correlation analysis
training set
supervised learning
higher order
total variation
energy functional
image segmentation
hash functions
reproducing kernel hilbert space
structured prediction