Comparing Comparators in Generalization Bounds

16 October 2023

Papers citing "Comparing Comparators in Generalization Bounds"

11 / 11 papers shown

Title
Generalization in Federated Learning: A Conditional Mutual Information Framework Ziqiao Wang Cheng Long Yongyi Mao FedML 57 1 0 06 Mar 2025
Sample Compression Unleashed: New Generalization Bounds for Real Valued Losses Mathieu Bazinet Valentina Zantedeschi Pascal Germain MLT AI4CE 34 2 0 26 Sep 2024
PAC-Bayes-Chernoff bounds for unbounded losses Ioar Casado Luis A. Ortega A. Masegosa Aritz Pérez Martínez 31 6 0 02 Jan 2024
Exponential Stochastic Inequality Peter Grünwald M. F. Pérez-Ortiz Zakaria Mhammedi 29 1 0 27 Apr 2023
On the tightness of information-theoretic bounds on generalization error of learning algorithms Xuetong Wu J. Manton U. Aickelin Jingge Zhu 37 2 0 26 Mar 2023
PAC-Bayes Generalisation Bounds for Heavy-Tailed Losses through Supermartingales Maxime Haddouche Benjamin Guedj 51 20 0 03 Oct 2022
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
Simpler PAC-Bayesian Bounds for Hostile Data Pierre Alquier Benjamin Guedj 84 72 0 23 Oct 2016
Statistical exponential families: A digest with flash cards Frank Nielsen Vincent Garcia 93 183 0 25 Nov 2009
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 164 454 0 03 Dec 2007