A PAC-Bayesian Link Between Generalisation and Flat Minima

13 February 2024

Papers citing "A PAC-Bayesian Link Between Generalisation and Flat Minima"

5 / 5 papers shown

Title
Understanding the Generalization Error of Markov algorithms through Poissonization Benjamin Dupuis Maxime Haddouche George Deligiannidis Umut Simsekli 37 0 0 11 Feb 2025
PAC-Bayes-Chernoff bounds for unbounded losses Ioar Casado Luis A. Ortega A. Masegosa Aritz Pérez Martínez 19 6 0 02 Jan 2024
PAC-Bayes Generalisation Bounds for Heavy-Tailed Losses through Supermartingales Maxime Haddouche Benjamin Guedj 32 20 0 03 Oct 2022
A General Framework for the Practical Disintegration of PAC-Bayesian Bounds Paul Viallard Pascal Germain Amaury Habrard Emilie Morvant UQCV 26 15 0 17 Feb 2021
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 133 451 0 03 Dec 2007