Chromatic PAC-Bayes Bounds for Non-IID Data: Applications to Ranking and Stationary $β$ -Mixing Processes

10 September 2009

Papers citing "Chromatic PAC-Bayes Bounds for Non-IID Data: Applications to Ranking and Stationary $β$-Mixing Processes"

7 / 7 papers shown

Title
More PAC-Bayes bounds: From bounded losses, to losses with general tail behaviors, to anytime validity Borja Rodríguez Gálvez Ragnar Thobaben Mikael Skoglund 26 9 0 21 Jun 2023
Uniform Risk Bounds for Learning with Dependent Data Sequences Fabien Lauer 20 1 0 21 Mar 2023
Learning with Multiclass AUC: Theory and Algorithms Zhiyong Yang Qianqian Xu Shilong Bao Xiaochun Cao Qingming Huang 33 67 0 28 Jul 2021
PAC-Bayes Control: Learning Policies that Provably Generalize to Novel Environments Anirudha Majumdar M. Goldstein Anoopkumar Sonar 20 18 0 11 Jun 2018
PAC-Bayes-Bernstein Inequality for Martingales and its Application to Multiarmed Bandits Yevgeny Seldin Nicolò Cesa-Bianchi P. Auer François Laviolette John Shawe-Taylor 40 25 0 31 Oct 2011
Estimating $β$ -mixing coefficients D. McDonald C. Shalizi M. Schervish 42 32 0 04 Mar 2011
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 148 453 0 03 Dec 2007