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

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

Published in: ICLR (2024)

Keyphrases

generalization bounds
learning theory
data dependent
generalization ability
ranking algorithm
training data
learning problems
machine learning
support vector machine
model selection
theoretical framework
learning machines