Data-dependent Generalization Bounds via Variable-Size Compressibility

9 March 2023

Papers citing "Data-dependent Generalization Bounds via Variable-Size Compressibility"

4 / 4 papers shown

Title
Minimum Description Length and Generalization Guarantees for Representation Learning Milad Sefidgaran Abdellatif Zaidi Piotr Krasnowski 38 7 0 05 Feb 2024
Information-theoretic generalization bounds for black-box learning algorithms Hrayr Harutyunyan Maxim Raginsky Greg Ver Steeg Aram Galstyan 32 41 0 04 Oct 2021
Catastrophic Fisher Explosion: Early Phase Fisher Matrix Impacts Generalization Stanislaw Jastrzebski Devansh Arpit Oliver Åstrand Giancarlo Kerg Huan Wang Caiming Xiong R. Socher Kyunghyun Cho Krzysztof J. Geras AI4CE 177 65 0 28 Dec 2020
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates Jeffrey Negrea Mahdi Haghifam Gintare Karolina Dziugaite Ashish Khisti Daniel M. Roy FedML 105 146 0 06 Nov 2019