Pure Exploration in Kernel and Neural Bandits

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Pure Exploration in Kernel and Neural Bandits

22 June 2021

Quanquan Gu

Rebecca Willett

Robert D. Nowak

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Papers citing "Pure Exploration in Kernel and Neural Bandits"

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Title
Online Clustering of Dueling Bandits Zhiyong Wang Jiahang Sun Mingze Kong Jize Xie Qinghua Hu J. C. Lui Zhongxiang Dai 116 0 0 04 Feb 2025
Optimal Design for Human Feedback Subhojyoti Mukherjee Anusha Lalitha Kousha Kalantari Aniket Deshmukh Ge Liu Yifei Ma Branislav Kveton 72 0 0 22 Apr 2024
Efficient Prompt Optimization Through the Lens of Best Arm Identification Chengshuai Shi Kun Yang Zihan Chen Jundong Li Jing Yang Cong Shen 81 10 0 15 Feb 2024
Multi-task Representation Learning for Pure Exploration in Bilinear Bandits Subhojyoti Mukherjee Qiaomin Xie Josiah P. Hanna Robert D. Nowak 121 6 0 01 Nov 2023
Pure Exploration in Asynchronous Federated Bandits Zichen Wang Chuanhao Li Chenyu Song Lianghui Wang Quanquan Gu Huazheng Wang FedML 64 3 0 17 Oct 2023
Kernel $ε$ -Greedy for Multi-Armed Bandits with Covariates Sakshi Arya Bharath K. Sriperumbudur 123 0 0 29 Jun 2023
(Private) Kernelized Bandits with Distributed Biased Feedback Fengjiao Li Xingyu Zhou Bo Ji 107 5 0 28 Jan 2023
Neural Bandits for Data Mining: Searching for Dangerous Polypharmacy Alexandre Larouche Audrey Durand Richard Khoury C. Sirois 16 0 0 10 Dec 2022
Federated Neural Bandits Zhongxiang Dai Yao Shu Arun Verma Flint Xiaofeng Fan Bryan Kian Hsiang Low Patrick Jaillet FedML 117 15 0 28 May 2022
Reward-Biased Maximum Likelihood Estimation for Neural Contextual Bandits Yu-Heng Hung Ping-Chun Hsieh 63 2 0 08 Mar 2022
Collaborative Pure Exploration in Kernel Bandit Yihan Du Wei Chen Yuko Kuroki Longbo Huang 104 12 0 29 Oct 2021
Near Instance Optimal Model Selection for Pure Exploration Linear Bandits Yinglun Zhu Julian Katz-Samuels Robert D. Nowak 55 7 0 10 Sep 2021