Comparative Performance of Collaborative Bandit Algorithms: Effect of
Sparsity and Exploration Intensity

Comparative Performance of Collaborative Bandit Algorithms: Effect of Sparsity and Exploration Intensity

15 October 2024

Eren Ozbay

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Papers citing "Comparative Performance of Collaborative Bandit Algorithms: Effect of Sparsity and Exploration Intensity"

14 / 14 papers shown

Title
Delayed Feedback in Generalised Linear Bandits Revisited Benjamin Howson Ciara Pike-Burke Sarah Filippi 46 15 0 21 Jul 2022
Federated Linear Contextual Bandits Ruiquan Huang Weiqiang Wu Jing Yang Cong Shen FedML 45 77 0 27 Oct 2021
Disentangled Graph Collaborative Filtering Xiang Wang Hongye Jin An Zhang Xiangnan He Tong Xu Tat-Seng Chua 82 547 0 03 Jul 2020
Self-Supervised Reinforcement Learning for Recommender Systems Xin Xin Alexandros Karatzoglou Ioannis Arapakis J. Jose SSL OffRL 137 201 0 10 Jun 2020
A Survey on Knowledge Graph-Based Recommender Systems Qingyu Guo Fuzhen Zhuang Chuan Qin Hengshu Zhu Xing Xie Hui Xiong Qing He 139 745 0 28 Feb 2020
LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation Xiangnan He Kuan Deng Xiang Wang Yan Li Yongdong Zhang Meng Wang GNN 189 3,671 0 06 Feb 2020
Neural Graph Collaborative Filtering Xiang Wang Xiangnan He Meng Wang Fuli Feng Tat-Seng Chua 187 2,990 0 20 May 2019
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer Fei Sun Jun Liu Jian Wu Changhua Pei Xiao Lin Wenwu Ou Peng Jiang BDL HAI 183 2,177 0 14 Apr 2019
Batched Multi-armed Bandits Problem Zijun Gao Yanjun Han Zhimei Ren Zhengqing Zhou 161 143 0 03 Apr 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018
Best arm identification in multi-armed bandits with delayed feedback Aditya Grover Todor Markov Patrick Attia Norman Jin Nicholas Perkins ... M. Chen Zi Yang Stephen J. Harris W. Chueh Stefano Ermon 53 74 0 29 Mar 2018
Variational Autoencoders for Collaborative Filtering Dawen Liang Rahul G. Krishnan Matthew D. Hoffman Tony Jebara BDL 181 1,241 0 16 Feb 2018
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 809 39,031 0 09 Mar 2016
A Gang of Bandits Nicolò Cesa-Bianchi Claudio Gentile Giovanni Zappella 102 161 0 04 Jun 2013

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