Tighter Information-Theoretic Generalization Bounds from Supersamples

Ziqiao Wang, Yongyi Mao. Tighter Information-Theoretic Generalization Bounds from Supersamples. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 36111-36137, PMLR, 2023. [doi]

Abstract

Abstract is missing.