Improving Robust Generalization by Direct PAC-Bayesian Bound Minimization.

Zifan Wang Nan Ding Tomer Levinboim Xi Chen Radu Soricut

Published in: CVPR (2023)

Keyphrases

pac bayesian
generalization bounds
distribution free
data dependent
upper bound
rademacher complexity
objective function
model selection
multi class
error bounds
image segmentation
learning theory
linear classifiers
large deviations