Information-theoretic generalization bounds for black-box learning algorithms

Hrayr Harutyunyan, Maxim Raginsky, Greg Ver Steeg, Aram Galstyan. Information-theoretic generalization bounds for black-box learning algorithms. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 24670-24682, 2021. [doi]

Abstract

Abstract is missing.