On the Sample Complexity of Representation Learning in Multi-task Bandits with Global and Local structure

28 November 2022

Papers citing "On the Sample Complexity of Representation Learning in Multi-task Bandits with Global and Local structure"

8 / 8 papers shown

Title
Meta-Learning for Simple Regret Minimization Javad Azizi Branislav Kveton Mohammad Ghavamzadeh S. Katariya 67 10 0 25 Feb 2022
Impact of Representation Learning in Linear Bandits Jiaqi Yang Wei Hu Jason D. Lee S. Du 77 53 0 13 Oct 2020
Low-Rank Generalized Linear Bandit Problems Yangyi Lu A. Meisami Ambuj Tewari 53 45 0 04 Jun 2020
Meta-learning with Stochastic Linear Bandits Leonardo Cella A. Lazaric Massimiliano Pontil FedML 55 57 0 18 May 2020
Mixture Martingales Revisited with Applications to Sequential Tests and Confidence Intervals E. Kaufmann Wouter M. Koolen 90 123 0 28 Nov 2018
Multi-Task Learning for Contextual Bandits A. Deshmukh Ürün Dogan Clayton Scott 128 94 0 24 May 2017
On the Complexity of Best Arm Identification in Multi-Armed Bandit Models E. Kaufmann Olivier Cappé Aurélien Garivier 204 1,028 0 16 Jul 2014
The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond Aurélien Garivier Olivier Cappé 186 615 0 12 Feb 2011