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Top Two Algorithms Revisited

13 June 2022

Papers citing "Top Two Algorithms Revisited"

29 / 29 papers shown

Title
Multi-Metric Adaptive Experimental Design under Fixed Budget with Validation Qining Zhang Tanner Fiez Yi Liu Wenyang Liu 52 0 0 03 Jun 2025
Pure Exploration with Infinite Answers Riccardo Poiani Martino Bernasconi A. Celli 29 0 0 28 May 2025
Non-Asymptotic Analysis of (Sticky) Track-and-Stop Riccardo Poiani Martino Bernasconi A. Celli 25 0 0 28 May 2025
Balancing Performance and Costs in Best Arm Identification Michael O. Harding Kirthevasan Kandasamy 23 0 0 26 May 2025
Risk-sensitive Bandits: Arm Mixture Optimality and Regret-efficient Algorithms Meltem Tatlı Arpan Mukherjee Prashanth L.A. Karthikeyan Shanmugam A. Tajer 163 1 0 13 Mar 2025
Identifying the Best Transition Law Mehrasa Ahmadipour Elise Crépon Aurélien Garivier 114 0 0 17 Feb 2025
Best-Arm Identification in Unimodal Bandits Riccardo Poiani Marc Jourdan E. Kaufmann Rémy Degenne 212 1 0 04 Nov 2024
Fixed Confidence Best Arm Identification in the Bayesian Setting Kyoungseok Jang Junpei Komiyama Kazutoshi Yamazaki 54 0 0 16 Feb 2024
Prior-Dependent Allocations for Bayesian Fixed-Budget Best-Arm Identification in Structured Bandits Nicolas Nguyen Imad Aouali András Gyorgy Claire Vernade 102 2 0 08 Feb 2024
Optimal Batched Best Arm Identification Tianyuan Jin Yu Yang Jing Tang Xiaokui Xiao Pan Xu 116 3 0 21 Oct 2023
Optimal Exploration is no harder than Thompson Sampling Zhaoqi Li Kevin Jamieson Lalit P. Jain 57 3 0 09 Oct 2023
Thompson Exploration with Best Challenger Rule in Best Arm Identification Jongyeong Lee Junya Honda Masashi Sugiyama 74 3 0 01 Oct 2023
On the Complexity of Differentially Private Best-Arm Identification with Fixed Confidence Achraf Azize Marc Jourdan Aymen Al Marjani D. Basu 84 4 0 05 Sep 2023
Adaptive Algorithms for Relaxed Pareto Set Identification Cyrille Kone E. Kaufmann Laura Richert 82 8 0 01 Jul 2023
Top-Two Thompson Sampling for Contextual Top-mc Selection Problems Xinbo Shi Yijie Peng Gongbo Zhang 49 1 0 30 Jun 2023
Optimal Best-Arm Identification in Bandits with Access to Offline Data Shubhada Agrawal Sandeep Juneja Karthikeyan Shanmugam A. Suggala 109 6 0 15 Jun 2023
Sequential Best-Arm Identification with Application to Brain-Computer Interface Xiaoping Zhou Botao Hao Jian Kang Tor Lattimore Lexin Li 61 2 0 17 May 2023
Best arm identification in rare events Anirban Bhattacharjee Sushant Vijayan Sandeep Juneja 40 1 0 14 Mar 2023
Best Arm Identification in Stochastic Bandits: Beyond $β-$ optimality Arpan Mukherjee A. Tajer 64 3 0 10 Jan 2023
Bayesian Fixed-Budget Best-Arm Identification Alexia Atsidakou S. Katariya Sujay Sanghavi Branislav Kveton 95 12 0 15 Nov 2022
Non-Asymptotic Analysis of a UCB-based Top Two Algorithm Marc Jourdan Rémy Degenne 120 9 0 11 Oct 2022
On Best-Arm Identification with a Fixed Budget in Non-Parametric Multi-Armed Bandits Antoine Barrier Aurélien Garivier Gilles Stoltz 69 14 0 30 Sep 2022
Best Arm Identification with Contextual Information under a Small Gap Masahiro Kato Masaaki Imaizumi Takuya Ishihara T. Kitagawa 64 2 0 15 Sep 2022
SPRT-based Efficient Best Arm Identification in Stochastic Bandits Arpan Mukherjee A. Tajer 66 6 0 22 Jul 2022
Information-Directed Selection for Top-Two Algorithms Wei You Chao Qin Zihao Wang Shuoguang Yang 103 14 0 24 May 2022
Adaptive Experimentation in the Presence of Exogenous Nonstationary Variation Chao Qin Daniel Russo 95 7 0 18 Feb 2022
Suboptimal Performance of the Bayes Optimal Algorithm in Frequentist Best Arm Identification Junpei Komiyama 44 1 0 10 Feb 2022
Optimal Best Arm Identification in Two-Armed Bandits with a Fixed Budget under a Small Gap Masahiro Kato Kaito Ariu Masaaki Imaizumi and Masahiro Nomura Chao Qin 74 3 0 12 Jan 2022
Minimax Optimal Fixed-Budget Best Arm Identification in Linear Bandits Junwen Yang Vincent Y. F. Tan 57 26 0 27 May 2021