Formal limitations of sample-wise information-theoretic generalization bounds

Hrayr Harutyunyan, Greg Ver Steeg, Aram Galstyan. Formal limitations of sample-wise information-theoretic generalization bounds. In IEEE Information Theory Workshop, ITW 2022, Mumbai, India, November 1-9, 2022. pages 440-445, IEEE, 2022. [doi]

Abstract

Abstract is missing.