Tighter Generalisation Bounds via Interpolation

7 February 2024

Papers citing "Tighter Generalisation Bounds via Interpolation"

8 / 8 papers shown

Title
Generalization Bounds via Conditional $f$ -Information Ziqiao Wang Yongyi Mao FedML 45 1 0 30 Oct 2024
A PAC-Bayesian Link Between Generalisation and Flat Minima Maxime Haddouche Paul Viallard Umut Simsekli Benjamin Guedj 43 3 0 13 Feb 2024
More PAC-Bayes bounds: From bounded losses, to losses with general tail behaviors, to anytime validity Borja Rodríguez Gálvez Ragnar Thobaben Mikael Skoglund 28 9 0 21 Jun 2023
Chaotic Regularization and Heavy-Tailed Limits for Deterministic Gradient Descent S. H. Lim Yijun Wan Umut cSimcsekli 34 12 0 23 May 2022
Learning PAC-Bayes Priors for Probabilistic Neural Networks Maria Perez-Ortiz Omar Rivasplata Benjamin Guedj M. Gleeson Jingyu Zhang John Shawe-Taylor M. Bober J. Kittler UQCV 53 31 0 21 Sep 2021
A General Framework for the Practical Disintegration of PAC-Bayesian Bounds Paul Viallard Pascal Germain Amaury Habrard Emilie Morvant UQCV 31 15 0 17 Feb 2021
Simpler PAC-Bayesian Bounds for Hostile Data Pierre Alquier Benjamin Guedj 84 72 0 23 Oct 2016
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 148 454 0 03 Dec 2007