Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm

28 March 2015

Papers citing "Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm"

5 / 5 papers shown

Title
Enhancing Robust Fairness via Confusional Spectral Regularization Gaojie Jin Sihao Wu Jiaxu Liu Tianjin Huang Ronghui Mu 145 1 0 22 Jan 2025
Multi-View Majority Vote Learning Algorithms: Direct Minimization of PAC-Bayesian Bounds Mehdi Hennequin Abdelkrim Zitouni K. Benabdeslem H. Elghazel Yacine Gaci 43 0 0 09 Nov 2024
Sample Compression Unleashed: New Generalization Bounds for Real Valued Losses Mathieu Bazinet Valentina Zantedeschi Pascal Germain MLT AI4CE 45 2 0 26 Sep 2024
Uniform Generalization Bounds on Data-Dependent Hypothesis Sets via PAC-Bayesian Theory on Random Sets Benjamin Dupuis Paul Viallard George Deligiannidis Umut Simsekli 77 3 0 26 Apr 2024
A PAC-Bayesian Tutorial with A Dropout Bound David A. McAllester 55 140 0 08 Jul 2013