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On the Prior Sensitivity of Thompson Sampling
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On the Prior Sensitivity of Thompson Sampling

Che-Yu Liu
Lihong Li
ArXiv (abs)PDFHTML

Papers citing "On the Prior Sensitivity of Thompson Sampling"

15 / 15 papers shown
Title
Best Arm Identification with Possibly Biased Offline Data
Best Arm Identification with Possibly Biased Offline Data
Le Yang
Vincent Y. F. Tan
Wang Chi Cheung
32
0
0
29 May 2025
Accelerating Approximate Thompson Sampling with Underdamped Langevin Monte Carlo
Accelerating Approximate Thompson Sampling with Underdamped Langevin Monte Carlo
Haoyang Zheng
Wei Deng
Christian Moya
Guang Lin
94
6
0
22 Jan 2024
Tractable Optimality in Episodic Latent MABs
Tractable Optimality in Episodic Latent MABs
Jeongyeol Kwon
Yonathan Efroni
Constantine Caramanis
Shie Mannor
114
3
0
05 Oct 2022
Ranking In Generalized Linear Bandits
Ranking In Generalized Linear Bandits
Amitis Shidani
George Deligiannidis
Arnaud Doucet
39
1
0
30 Jun 2022
Metadata-based Multi-Task Bandits with Bayesian Hierarchical Models
Metadata-based Multi-Task Bandits with Bayesian Hierarchical Models
Runzhe Wan
Linjuan Ge
Rui Song
75
29
0
13 Aug 2021
Metalearning Linear Bandits by Prior Update
Metalearning Linear Bandits by Prior Update
Amit Peleg
Naama Pearl
Ron Meir
125
18
0
12 Jul 2021
Bayesian decision-making under misspecified priors with applications to meta-learning
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
104
50
0
03 Jul 2021
On the Suboptimality of Thompson Sampling in High Dimensions
On the Suboptimality of Thompson Sampling in High Dimensions
Raymond Zhang
Richard Combes
74
4
0
10 Feb 2021
Thompson Sampling with Approximate Inference
Thompson Sampling with Approximate Inference
My Phan
Yasin Abbasi-Yadkori
Justin Domke
64
29
0
14 Aug 2019
Meta Dynamic Pricing: Transfer Learning Across Experiments
Meta Dynamic Pricing: Transfer Learning Across Experiments
Hamsa Bastani
D. Simchi-Levi
Ruihao Zhu
130
94
0
28 Feb 2019
Cuttlefish: A Lightweight Primitive for Adaptive Query Processing
Cuttlefish: A Lightweight Primitive for Adaptive Query Processing
Tomer Kaftan
Magdalena Balazinska
Alvin Cheung
J. Gehrke
110
26
0
26 Feb 2018
On Bayesian index policies for sequential resource allocation
On Bayesian index policies for sequential resource allocation
E. Kaufmann
196
86
0
06 Jan 2016
Regret Analysis of the Finite-Horizon Gittins Index Strategy for Multi-Armed Bandits
Regret Analysis of the Finite-Horizon Gittins Index Strategy for Multi-Armed Bandits
Tor Lattimore
107
48
0
18 Nov 2015
The Pareto Regret Frontier for Bandits
The Pareto Regret Frontier for Bandits
Tor Lattimore
86
28
0
30 Oct 2015
Correlated Multiarmed Bandit Problem: Bayesian Algorithms and Regret Analysis
Correlated Multiarmed Bandit Problem: Bayesian Algorithms and Regret Analysis
Vaibhav Srivastava
Paul B. Reverdy
Naomi Ehrich Leonard
44
10
0
05 Jul 2015

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