Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote

25 June 2021

Papers citing "Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote"

10 / 10 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 68 2 0 23 May 2024
Self-Bounding Majority Vote Learning Algorithms by the Direct Minimization of a Tight PAC-Bayesian C-Bound Paul Viallard Pascal Germain Amaury Habrard Emilie Morvant 33 5 0 28 Apr 2021
Second Order PAC-Bayesian Bounds for the Weighted Majority Vote A. Masegosa S. Lorenzen Christian Igel Yevgeny Seldin 84 40 0 01 Jul 2020
Dichotomize and Generalize: PAC-Bayesian Binary Activated Deep Neural Networks Gaël Letarte Pascal Germain Benjamin Guedj Franccois Laviolette MQ AI4CE UQCV 70 54 0 24 May 2019
Learning Gaussian Processes by Minimizing PAC-Bayesian Generalization Bounds David Reeb Andreas Doerr S. Gerwinn Barbara Rakitsch GP 38 34 0 29 Oct 2018
On PAC-Bayesian Bounds for Random Forests S. Lorenzen Christian Igel Yevgeny Seldin 36 13 0 23 Oct 2018
A Strongly Quasiconvex PAC-Bayesian Bound Niklas Thiemann Christian Igel Olivier Wintenberger Yevgeny Seldin 48 83 0 19 Aug 2016
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 790 38,735 0 09 Mar 2016
Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm Pascal Germain A. Lacasse François Laviolette M. Marchand Jean-Francis Roy 53 142 0 28 Mar 2015
PAC-Bayesian Inequalities for Martingales Yevgeny Seldin François Laviolette Nicolò Cesa-Bianchi John Shawe-Taylor P. Auer 117 127 0 31 Oct 2011