Generalization Bounds: Perspectives from Information Theory and PAC-Bayes

Fredrik Hellström, Giuseppe Durisi, Benjamin Guedj, Maxim Raginsky. Generalization Bounds: Perspectives from Information Theory and PAC-Bayes. Foundations and Trends in Machine Learning, 18(1):1-223, 2025. [doi]

Abstract

Abstract is missing.