Robustness Implies Generalization via Data-Dependent Generalization Bounds.

Kenji Kawaguchi Zhun Deng Kyle Luh Jiaoyang Huang

Published in: ICML (2022)

Keyphrases

generalization bounds
data dependent
empirical risk minimization
risk bounds
uniform convergence
energy functional
rademacher complexity
similarity measure
denoising
dimensionality reduction
ranking algorithm