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On Thompson Sampling with Langevin Algorithms
v1v2 (latest)

On Thompson Sampling with Langevin Algorithms

International Conference on Machine Learning (ICML), 2020
23 February 2020
Eric Mazumdar
Aldo Pacchiano
Yi-An Ma
Peter L. Bartlett
Sai Li
ArXiv (abs)PDFHTML

Papers citing "On Thompson Sampling with Langevin Algorithms"

7 / 7 papers shown
Rethinking Langevin Thompson Sampling from A Stochastic Approximation Perspective
Rethinking Langevin Thompson Sampling from A Stochastic Approximation Perspective
Weixin Wang
Haoyang Zheng
Guang Lin
Wei Deng
Pan Xu
183
1
0
06 Oct 2025
VITS : Variational Inference Thompson Sampling for contextual bandits
VITS : Variational Inference Thompson Sampling for contextual banditsInternational Conference on Machine Learning (ICML), 2023
Pierre Clavier
Tom Huix
Alain Durmus
496
6
0
19 Jul 2023
Provable and Practical: Efficient Exploration in Reinforcement Learning
  via Langevin Monte Carlo
Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte CarloInternational Conference on Learning Representations (ICLR), 2023
Haque Ishfaq
Qingfeng Lan
Pan Xu
A. R. Mahmood
Doina Precup
Anima Anandkumar
Kamyar Azizzadenesheli
BDLOffRL
416
33
0
29 May 2023
Variational Bayesian Optimistic Sampling
Variational Bayesian Optimistic SamplingNeural Information Processing Systems (NeurIPS), 2021
Brendan O'Donoghue
Tor Lattimore
211
8
0
29 Oct 2021
Apple Tasting Revisited: Bayesian Approaches to Partially Monitored
  Online Binary Classification
Apple Tasting Revisited: Bayesian Approaches to Partially Monitored Online Binary Classification
James A. Grant
David S. Leslie
295
4
0
29 Sep 2021
Optimal Order Simple Regret for Gaussian Process Bandits
Optimal Order Simple Regret for Gaussian Process Bandits
Sattar Vakili
N. Bouziani
Sepehr Jalali
A. Bernacchia
Da-shan Shiu
268
61
0
20 Aug 2021
On the Ergodicity, Bias and Asymptotic Normality of Randomized Midpoint
  Sampling Method
On the Ergodicity, Bias and Asymptotic Normality of Randomized Midpoint Sampling Method
Ye He
Krishnakumar Balasubramanian
Murat A. Erdogdu
328
41
0
06 Nov 2020
1
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