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

Jiancong Xiao Ruoyu Sun Zhi-Quan Luo

Published in: CoRR (2023)

Keyphrases

pac bayesian
generalization bounds
distribution free
data dependent
learning theory

generalization ability
rademacher complexity
upper bound
error bounds
statistical learning theory

model selection
machine learning
large deviations
linear classifiers
parameter free

normal distribution
random variables
similarity measure
decision trees