Tighter PAC-Bayes Generalisation Bounds by Leveraging Example Difficulty

20 October 2022

Papers citing "Tighter PAC-Bayes Generalisation Bounds by Leveraging Example Difficulty"

6 / 6 papers shown

Title
Recursive PAC-Bayes: A Frequentist Approach to Sequential Prior Updates with No Information Loss Yi-Shan Wu Yijie Zhang Badr-Eddine Chérief-Abdellatif Yevgeny Seldin 59 2 0 23 May 2024
A Note on the Efficient Evaluation of PAC-Bayes Bounds Felix Biggs 63 1 0 12 Sep 2022
A Note on the Chernoff Bound for Random Variables in the Unit Interval Andrew Y. K. Foong W. Bruinsma David R. Burt 39 6 0 15 May 2022
On change of measure inequalities for $f$ -divergences Antoine Picard-Weibel Benjamin Guedj 51 13 0 11 Feb 2022
Dichotomize and Generalize: PAC-Bayesian Binary Activated Deep Neural Networks Gaël Letarte Pascal Germain Benjamin Guedj Franccois Laviolette MQ AI4CE UQCV 30 54 0 24 May 2019
A Primer on PAC-Bayesian Learning Benjamin Guedj 45 221 0 16 Jan 2019