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Information-Directed Selection for Top-Two Algorithms
v1v2v3 (latest)

Information-Directed Selection for Top-Two Algorithms

Annual Conference Computational Learning Theory (COLT), 2022
24 May 2022
Wei You
Chao Qin
Zihao Wang
Shuoguang Yang
ArXiv (abs)PDFHTML

Papers citing "Information-Directed Selection for Top-Two Algorithms"

11 / 11 papers shown
Pure Exploration via Frank-Wolfe Self-Play
Pure Exploration via Frank-Wolfe Self-Play
Xinyu Liu
Chao Qin
Wei You
152
0
0
24 Sep 2025
Top-$k$ Feature Importance Ranking
Top-kkk Feature Importance Ranking
Yuxi Chen
Tiffany M. Tang
Genevera I. Allen
125
0
0
18 Sep 2025
Optimal Algorithms for Bandit Learning in Matching Markets
Optimal Algorithms for Bandit Learning in Matching Markets
Tejas Pagare
Agniv Bandyopadhyay
Sandeep Juneja
126
0
0
17 Sep 2025
FraPPE: Fast and Efficient Preference-based Pure Exploration
FraPPE: Fast and Efficient Preference-based Pure Exploration
Udvas Das
Apurv Shukla
Debabrota Basu
145
0
0
22 Aug 2025
On the Problem of Best Arm Retention
On the Problem of Best Arm RetentionTheoretical Computer Science (TCS), 2025
Houshuang Chen
Yuchen He
Chihao Zhang
201
0
0
16 Apr 2025
Identifying the Best Transition Law
Identifying the Best Transition Law
Mehrasa Ahmadipour
Elise Crépon
Aurélien Garivier
270
0
0
17 Feb 2025
Best-Arm Identification in Unimodal Bandits
Best-Arm Identification in Unimodal BanditsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2024
Riccardo Poiani
Marc Jourdan
E. Kaufmann
Rémy Degenne
465
1
0
04 Nov 2024
Bandit Pareto Set Identification: the Fixed Budget Setting
Bandit Pareto Set Identification: the Fixed Budget SettingInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023
Cyrille Kone
Emilie Kaufmann
Laura Richert
247
9
0
07 Nov 2023
Top-Two Thompson Sampling for Contextual Top-mc Selection Problems
Top-Two Thompson Sampling for Contextual Top-mc Selection Problems
Xinbo Shi
Yijie Peng
Gongbo Zhang
192
2
0
30 Jun 2023
Best Arm Identification in Stochastic Bandits: Beyond $β-$optimality
Best Arm Identification in Stochastic Bandits: Beyond β−β-β−optimalityIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2023
Arpan Mukherjee
A. Tajer
216
3
0
10 Jan 2023
Non-Asymptotic Analysis of a UCB-based Top Two Algorithm
Non-Asymptotic Analysis of a UCB-based Top Two AlgorithmNeural Information Processing Systems (NeurIPS), 2022
Marc Jourdan
Rémy Degenne
380
9
0
11 Oct 2022
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