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Robustness Implies Generalization via Data-Dependent Generalization Bounds.

Kenji KawaguchiZhun DengKyle LuhJiaoyang 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