Towards A Unified PAC-Bayesian Framework for Norm-based Generalization Bounds

Xinping Yi, Gaojie Jin, Xiaowei Huang +1

Understanding the generalization behavior of deep neural networks remains a fundamental challenge in modern statistical learning theory. Among existing approaches, PAC-Bayesian nor…