On Leave-One-Out Conditional Mutual Information For Generalization

1 July 2022

Mohamad Rida Rammal

Suhas Diggavi

Papers citing "On Leave-One-Out Conditional Mutual Information For Generalization"

4 / 4 papers shown

Title
Information-Theoretic Generalization Bounds for Transductive Learning and its Applications Huayi Tang Yong Liu 62 1 0 08 Nov 2023
Tighter Information-Theoretic Generalization Bounds from Supersamples Ziqiao Wang Yongyi Mao 32 17 0 05 Feb 2023
Information-theoretic generalization bounds for black-box learning algorithms Hrayr Harutyunyan Maxim Raginsky Greg Ver Steeg Aram Galstyan 43 41 0 04 Oct 2021
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates Jeffrey Negrea Mahdi Haghifam Gintare Karolina Dziugaite Ashish Khisti Daniel M. Roy FedML 115 147 0 06 Nov 2019