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

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

28 March 2015

François Laviolette

Jean-Francis Roy

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

12 / 12 papers shown

Title
Enhancing Robust Fairness via Confusional Spectral Regularization Gaojie Jin Sihao Wu Jiaxu Liu Tianjin Huang Ronghui Mu 149 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 45 0 0 09 Nov 2024
Sample Compression Unleashed: New Generalization Bounds for Real Valued Losses Mathieu Bazinet Valentina Zantedeschi Pascal Germain MLT AI4CE 52 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 79 4 0 26 Apr 2024
Multiclass learnability and the ERM principle Amit Daniely Sivan Sabato Shai Ben-David Shai Shalev-Shwartz 84 149 0 13 Aug 2013
A PAC-Bayesian Tutorial with A Dropout Bound David A. McAllester 55 140 0 08 Jul 2013
PAC-Bayesian Policy Evaluation for Reinforcement Learning M. M. Fard Joelle Pineau Csaba Szepesvári OffRL 50 16 0 14 Feb 2012
PAC-Bayesian Inequalities for Martingales Yevgeny Seldin François Laviolette Nicolò Cesa-Bianchi John Shawe-Taylor P. Auer 57 127 0 31 Oct 2011
Explicit Learning Curves for Transduction and Application to Clustering and Compression Algorithms Philip Derbeko Ran El-Yaniv Ron Meir 43 73 0 30 Jun 2011
Chromatic PAC-Bayes Bounds for Non-IID Data: Applications to Ranking and Stationary $β$ -Mixing Processes L. Ralaivola Marie Szafranski G. Stempfel 109 81 0 10 Sep 2009
Boosting through Optimization of Margin Distributions Chunhua Shen Hanxi Li 58 63 0 14 Apr 2009
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 232 458 0 03 Dec 2007