Robustness Implies Generalization via Data-Dependent Generalization Bounds.

Kenji Kawaguchi Zhun Deng Kyle Luh Jiaoyang Huang

Published in: CoRR (2022)

Keyphrases

generalization bounds
data dependent
empirical risk minimization
rademacher complexity
uniform convergence
risk bounds
hash functions
learning theory
computer vision
special case
theoretical analysis