On the Prior Sensitivity of Thompson Sampling

10 June 2015

Papers citing "On the Prior Sensitivity of Thompson Sampling"

9 / 9 papers shown

Title
Tractable Optimality in Episodic Latent MABs Jeongyeol Kwon Yonathan Efroni Constantine Caramanis Shie Mannor 62 3 0 05 Oct 2022
Metadata-based Multi-Task Bandits with Bayesian Hierarchical Models Runzhe Wan Linjuan Ge Rui Song 40 28 0 13 Aug 2021
Metalearning Linear Bandits by Prior Update Amit Peleg Naama Pearl Ron Meir 63 18 0 12 Jul 2021
Bayesian decision-making under misspecified priors with applications to meta-learning Max Simchowitz Christopher Tosh A. Krishnamurthy Daniel J. Hsu Thodoris Lykouris Miroslav Dudík Robert Schapire 51 49 0 03 Jul 2021
On the Suboptimality of Thompson Sampling in High Dimensions Raymond Zhang Richard Combes 24 4 0 10 Feb 2021
Meta Dynamic Pricing: Transfer Learning Across Experiments Hamsa Bastani D. Simchi-Levi Ruihao Zhu 56 88 0 28 Feb 2019
On Bayesian index policies for sequential resource allocation E. Kaufmann 48 84 0 06 Jan 2016
Regret Analysis of the Finite-Horizon Gittins Index Strategy for Multi-Armed Bandits Tor Lattimore 37 47 0 18 Nov 2015
The Pareto Regret Frontier for Bandits Tor Lattimore 11 28 0 30 Oct 2015