PAC-Bayes-Chernoff bounds for unbounded losses

2 January 2024

Papers citing "PAC-Bayes-Chernoff bounds for unbounded losses"

6 / 6 papers shown

Title
Sample Compression Unleashed: New Generalization Bounds for Real Valued Losses Mathieu Bazinet Valentina Zantedeschi Pascal Germain MLT AI4CE 16 2 0 26 Sep 2024
PAC-Chernoff Bounds: Understanding Generalization in the Interpolation Regime A. Masegosa Luis A. Ortega UQCV 22 1 0 19 Jun 2023
PAC-Bayes Generalisation Bounds for Heavy-Tailed Losses through Supermartingales Maxime Haddouche Benjamin Guedj 32 20 0 03 Oct 2022
Bayesian Model Selection, the Marginal Likelihood, and Generalization Sanae Lotfi Pavel Izmailov Gregory W. Benton Micah Goldblum A. Wilson UQCV BDL 45 55 0 23 Feb 2022
Second Order PAC-Bayesian Bounds for the Weighted Majority Vote A. Masegosa S. Lorenzen Christian Igel Yevgeny Seldin 16 40 0 01 Jul 2020
Simpler PAC-Bayesian Bounds for Hostile Data Pierre Alquier Benjamin Guedj 76 72 0 23 Oct 2016