Distribution-Dependent Analysis of Gibbs-ERM Principle

5 February 2019

Papers citing "Distribution-Dependent Analysis of Gibbs-ERM Principle"

7 / 7 papers shown

Title
Generalization of Hamiltonian algorithms Andreas Maurer 68 1 0 23 May 2024
A PAC-Bayesian Link Between Generalisation and Flat Minima Maxime Haddouche Paul Viallard Umut Simsekli Benjamin Guedj 116 4 0 13 Feb 2024
Learning Algorithm Generalization Error Bounds via Auxiliary Distributions Gholamali Aminian Saeed Masiha Laura Toni M. Rodrigues 46 9 0 02 Oct 2022
Transfer Meta-Learning: Information-Theoretic Bounds and Information Meta-Risk Minimization Sharu Theresa Jose Osvaldo Simeone G. Durisi 114 17 0 04 Nov 2020
PAC-Bayes Analysis Beyond the Usual Bounds Omar Rivasplata Ilja Kuzborskij Csaba Szepesvári John Shawe-Taylor 123 80 0 23 Jun 2020
Efron-Stein PAC-Bayesian Inequalities Ilja Kuzborskij Csaba Szepesvári 82 22 0 04 Sep 2019
Chaining Meets Chain Rule: Multilevel Entropic Regularization and Training of Neural Nets Amir-Reza Asadi Emmanuel Abbe BDL AI4CE 85 13 0 26 Jun 2019