PAC-Bayesian Spectrally-Normalized Bounds for Adversarially Robust Generalization.

Jiancong Xiao Ruoyu Sun Zhi-Quan Luo

Published in: NeurIPS (2023)

Keyphrases

pac bayesian
generalization bounds
distribution free
data dependent
learning theory
rademacher complexity
lower bound
generalization ability
vc dimension
model selection
machine learning
worst case
linear classifiers
normal distribution
uniform convergence