Towards Robust Out-of-Distribution Generalization Bounds via Sharpness.

Yingtian Zou Kenji Kawaguchi Yingnan Liu Jiashuo Liu Mong-Li Lee Wynne Hsu

Published in: CoRR (2024)

Keyphrases

generalization bounds
generalization ability
learning theory
linear classifiers
vc dimension
model selection
convex combinations
data distribution
data dependent
feature space
special case
learning machines
uniform convergence