Contextual-Bandit Based Personalized Recommendation with Time-Varying
User Interests

Contextual-Bandit Based Personalized Recommendation with Time-Varying User Interests

29 February 2020

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Papers citing "Contextual-Bandit Based Personalized Recommendation with Time-Varying User Interests"

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Title
ENCODE: Breaking the Trade-Off Between Performance and Efficiency in Long-Term User Behavior Modeling Wenji Zhou Yuhang Zheng Yinfu Feng Yunan Ye Rong Xiao Long Chen Xiaosong Yang Jun Xiao 20 1 0 19 Aug 2025
CoCoB: Adaptive Collaborative Combinatorial Bandits for Online Recommendation Cairong Yan Jinyi Han Jin Ju Yanting Zhang Zijian Wang Xuan Shao 79 0 0 05 May 2025
PAK-UCB Contextual Bandit: An Online Learning Approach to Prompt-Aware Selection of Generative Models and LLMs Xiaoyan Hu Ho-fung Leung Farzan Farnia 395 5 0 17 Oct 2024
Matrix Sketching in Bandits: Current Pitfalls and New Framework Dongxie Wen Hanyan Yin Xiao Zhang Zhewei Wei 68 0 0 14 Oct 2024
Diminishing Exploration: A Minimalist Approach to Piecewise Stationary Multi-Armed Bandits Kuan-Ta Li Ping-Chun Hsieh Yu-Chih Huang 89 1 0 08 Oct 2024
Bidirectional Gated Mamba for Sequential Recommendation Ziwei Liu Qidong Liu Yejing Wang Wanyu Wang Pengyue Jia Maolin Wang Zitao Liu Yi Chang Xiangyu Zhao Mamba 149 6 0 21 Aug 2024
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits Muhammad Faaiz Taufiq Arnaud Doucet Rob Cornish Jean-François Ton OffRL 118 9 0 03 Dec 2023
HyperBandit: Contextual Bandit with Hypernewtork for Time-Varying User Preferences in Streaming Recommendation Chenglei Shen Xiao Zhang Wei Wei Juncai Xu AI4TS 77 13 0 14 Aug 2023
Online Learning with Costly Features in Non-stationary Environments Saeed Ghoorchian E. Kortukov S. Maghsudi OffRL 98 1 0 18 Jul 2023
Non-stationary Delayed Combinatorial Semi-Bandit with Causally Related Rewards Saeed Ghoorchian S. Maghsudi 79 1 0 18 Jul 2023
Linear Bandits with Memory: from Rotting to Rising Giulia Clerici Pierre Laforgue Nicolò Cesa-Bianchi 91 3 0 16 Feb 2023
Maximum entropy exploration in contextual bandits with neural networks and energy based models A. Elwood Marco Leonardi A. Mohamed A. Rozza 89 2 0 12 Oct 2022
Generalized Reinforcement Learning: Experience Particles, Action Operator, Reinforcement Field, Memory Association, and Decision Concepts Po-Hsiang Chiu Manfred Huber AI4CE 51 0 0 09 Aug 2022
Truncated LinUCB for Stochastic Linear Bandits Yanglei Song Meng zhou 338 0 0 23 Feb 2022
Learning to Rank For Push Notifications Using Pairwise Expected Regret Yuguang Yue Yuanpu Xie Huasen Wu Haofeng Jia Shaodan Zhai Wenzhe Shi Jonathan J. Hunt 64 5 0 19 Jan 2022
Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference Xiaocong Chen Lina Yao Xianzhi Wang Aixin Sun Wenjie Zhang Quan Z. Sheng 84 8 0 03 May 2021