Best Arm Identification in Generalized Linear Bandits

20 May 2019

Papers citing "Best Arm Identification in Generalized Linear Bandits"

19 / 19 papers shown

Title
Near Optimal Pure Exploration in Logistic Bandits Eduardo Ochoa Rivera Ambuj Tewari 30 0 0 28 Oct 2024
A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits Junghyun Lee Se-Young Yun Kwang-Sung Jun 45 4 0 19 Jul 2024
Nearly Minimax Optimal Regret for Multinomial Logistic Bandit Joongkyu Lee Min-hwan Oh 47 6 0 16 May 2024
Improved Regret Bounds of (Multinomial) Logistic Bandits via Regret-to-Confidence-Set Conversion Junghyun Lee Se-Young Yun Kwang-Sung Jun 41 12 0 28 Oct 2023
Pure Exploration in Asynchronous Federated Bandits Zichen Wang Chuanhao Li Chenyu Song Lianghui Wang Quanquan Gu Huazheng Wang FedML 43 1 0 17 Oct 2023
Optimal Exploration is no harder than Thompson Sampling Zhaoqi Li Kevin Jamieson Lalit P. Jain 32 2 0 09 Oct 2023
Price of Safety in Linear Best Arm Identification Xuedong Shang Igor Colin M. Barlier Hamza Cherkaoui LLMSV 32 3 0 15 Sep 2023
Certified Multi-Fidelity Zeroth-Order Optimization Étienne de Montbrun Sébastien Gerchinovitz 19 1 0 02 Aug 2023
Stochastic Online Instrumental Variable Regression: Regrets for Endogeneity and Bandit Feedback R. D. Vecchia D. Basu 27 4 0 18 Feb 2023
Contextual Bandits in a Survey Experiment on Charitable Giving: Within-Experiment Outcomes versus Policy Learning Susan Athey Undral Byambadalai Vitor Hadad Sanath Kumar Krishnamurthy Weiwen Leung Joseph Jay Williams 40 13 0 22 Nov 2022
Sample Constrained Treatment Effect Estimation Raghavendra Addanki David Arbour Tung Mai Cameron Musco Anup B. Rao 27 7 0 12 Oct 2022
Best Arm Identification under Additive Transfer Bandits Ojash Neopane Aaditya Ramdas Aarti Singh 13 2 0 08 Dec 2021
A Map of Bandits for E-commerce Yi Liu Lihong Li 19 10 0 01 Jul 2021
Pure Exploration in Kernel and Neural Bandits Yinglun Zhu Dongruo Zhou Ruoxi Jiang Quanquan Gu Rebecca Willett Robert D. Nowak 13 15 0 22 Jun 2021
Minimax Optimal Fixed-Budget Best Arm Identification in Linear Bandits Junwen Yang Vincent Y. F. Tan 20 24 0 27 May 2021
Best Arm Identification in Graphical Bilinear Bandits Geovani Rizk Albert Thomas Igor Colin R. Laraki Y. Chevaleyre 19 6 0 14 Dec 2020
Improved Confidence Bounds for the Linear Logistic Model and Applications to Linear Bandits Kwang-Sung Jun Lalit P. Jain Blake Mason Houssam Nassif 28 20 0 23 Nov 2020
Gamification of Pure Exploration for Linear Bandits Rémy Degenne Pierre Ménard Xuedong Shang Michal Valko 13 76 0 02 Jul 2020
Sequential Experimental Design for Transductive Linear Bandits Tanner Fiez Lalit P. Jain Kevin G. Jamieson Lillian J. Ratliff 22 105 0 20 Jun 2019