PAC-Bayes Bounds for Bandit Problems: A Survey and Experimental Comparison

29 November 2022

Jan Peters

Papers citing "PAC-Bayes Bounds for Bandit Problems: A Survey and Experimental Comparison"

4 / 4 papers shown

Title
BOF-UCB: A Bayesian-Optimistic Frequentist Algorithm for Non-Stationary Contextual Bandits Nicklas Werge Abdullah Akgul M. Kandemir 35 0 0 07 Jul 2023
PAC-Bayes Generalisation Bounds for Heavy-Tailed Losses through Supermartingales Maxime Haddouche Benjamin Guedj 51 20 0 03 Oct 2022
Learning PAC-Bayes Priors for Probabilistic Neural Networks Maria Perez-Ortiz Omar Rivasplata Benjamin Guedj M. Gleeson Jingyu Zhang John Shawe-Taylor M. Bober J. Kittler UQCV 53 31 0 21 Sep 2021
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning O. Catoni 148 454 0 03 Dec 2007