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Local Clustering in Contextual Multi-Armed Bandits

26 February 2021

Papers citing "Local Clustering in Contextual Multi-Armed Bandits"

24 / 24 papers shown

Title
Revisiting Clustering of Neural Bandits: Selective Reinitialization for Mitigating Loss of Plasticity Zhiyuan Su Sunhao Dai Xiao Zhang 33 0 0 14 Jun 2025
Near Optimal Best Arm Identification for Clustered Bandits Yash Nikhil Karamchandani Avishek Ghosh 68 0 0 15 May 2025
Estimating Causal Effects in Networks with Cluster-Based Bandits Ahmed Sayeed Faruk Jason Sulskis Elena Zheleva CML 80 0 0 07 May 2025
Online Clustering of Dueling Bandits Zhiyong Wang Jiahang Sun Mingze Kong Jize Xie Qinghua Hu J. C. Lui Zhongxiang Dai 126 0 0 04 Feb 2025
Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts Zhuohua Li Maoli Liu Xiangxiang Dai John C. S. Lui 82 2 0 03 Jan 2025
PageRank Bandits for Link Prediction Yikun Ban Jiaru Zou Zihao Li Yunzhe Qi Dongqi Fu Jian Kang Hanghang Tong Jingrui He 106 10 0 03 Nov 2024
The Nah Bandit: Modeling User Non-compliance in Recommendation Systems Tianyue Zhou Jung-Hoon Cho Cathy Wu OffRL 59 0 0 15 Aug 2024
Meta Clustering of Neural Bandits Yikun Ban Yunzhe Qi Tianxin Wei Lihui Liu Jingrui He 75 3 0 10 Aug 2024
Empathic Responding for Digital Interpersonal Emotion Regulation via Content Recommendation Akriti Verma Shama Islam V. Moghaddam Adnan Anwar Sharon Horwood 54 1 0 05 Aug 2024
Influence Maximization via Graph Neural Bandits Yuting Feng Vincent Y. F. Tan Bogdan Cautis 73 2 0 18 Jun 2024
GPT4Rec: Graph Prompt Tuning for Streaming Recommendation Peiyan Zhang Yuchen Yan Xi Zhang Liying Kang Chaozhuo Li Feiran Huang Senzhang Wang Sunghun Kim 107 9 0 12 Jun 2024
Neural Active Learning Beyond Bandits Yikun Ban Ishika Agarwal Ziwei Wu Yada Zhu Kommy Weldemariam Hanghang Tong Jingrui He 99 7 0 18 Apr 2024
Neural Contextual Bandits for Personalized Recommendation Yikun Ban Yunzhe Qi Jingrui He 93 5 0 21 Dec 2023
Online Clustering of Bandits with Misspecified User Models Zhiyong Wang Jize Xie Xutong Liu Shuai Li J. C. Lui 121 13 0 04 Oct 2023
Graph Neural Bandits Yunzhe Qi Yikun Ban Jingrui He 73 21 0 21 Aug 2023
Clustered Linear Contextual Bandits with Knapsacks Yichuan Deng M. Mamakos Zhao Song 68 0 0 21 Aug 2023
Neural Exploitation and Exploration of Contextual Bandits Yikun Ban Yuchen Yan A. Banerjee Jingrui He 77 8 0 05 May 2023
Improved Algorithms for Neural Active Learning Yikun Ban Yuheng Zhang Hanghang Tong A. Banerjee Jingrui He AI4TS 70 12 0 02 Oct 2022
Neural Bandit with Arm Group Graph Yunzhe Qi Yikun Ban Jingrui He 83 10 0 08 Jun 2022
Neural Collaborative Filtering Bandits via Meta Learning Yikun Ban Yunzhe Qi Tianxin Wei Jingrui He OffRL 63 9 0 31 Jan 2022
Max-Min Grouped Bandits Zhenling Wang John Scarlett 27 6 0 17 Nov 2021
EE-Net: Exploitation-Exploration Neural Networks in Contextual Bandits Yikun Ban Yuchen Yan A. Banerjee Jingrui He OffRL 131 43 0 07 Oct 2021
Convolutional Neural Bandit for Visual-aware Recommendation Yikun Ban Jingrui He 39 0 0 02 Jul 2021
Multi-facet Contextual Bandits: A Neural Network Perspective Yikun Ban Jingrui He C. Cook 81 27 0 06 Jun 2021