Towards Fair Recommendation in Two-Sided Platforms

26 December 2021

Papers citing "Towards Fair Recommendation in Two-Sided Platforms"

9 / 9 papers shown

Title
Understanding Accuracy-Fairness Trade-offs in Re-ranking through Elasticity in Economics Chen Xu Jujia Zhao Wenjie Wang Liang Pang Jun Xu Tat-Seng Chua Maarten de Rijke 58 1 0 21 Apr 2025
Regret-aware Re-ranking for Guaranteeing Two-sided Fairness and Accuracy in Recommender Systems Xiaopeng Ye Chen Xu Jun Xu Xuyang Xie Gang Wang Zhenhua Dong FaML 94 0 0 20 Apr 2025
DifFaiRec: Generative Fair Recommender with Conditional Diffusion Model Zhenhao Jiang Jicong Fan FaML 67 1 0 18 Sep 2024
Consumer-side Fairness in Recommender Systems: A Systematic Survey of Methods and Evaluation Bjørnar Vassøy H. Langseth FaML 63 6 0 16 May 2023
Learning with Exposure Constraints in Recommendation Systems Omer Ben-Porat Rotem Torkan 73 12 0 02 Feb 2023
Simpson's Paradox in Recommender Fairness: Reconciling differences between per-user and aggregated evaluations Flavien Prost Ben Packer Jilin Chen Li Wei Pierre-Antoine Kremp ... Tulsee Doshi Tonia Osadebe Lukasz Heldt Ed H. Chi Alex Beutel 73 5 0 14 Oct 2022
Fairness in Recommendation: Foundations, Methods and Applications Yunqi Li H. Chen Shuyuan Xu Yingqiang Ge Juntao Tan Shuchang Liu Yongfeng Zhang FaML OffRL 196 47 0 26 May 2022
A Next Basket Recommendation Reality Check Ming Li Sami Jullien Mozhdeh Ariannezhad Maarten de Rijke 91 48 0 29 Sep 2021
Subgroup Fairness in Two-Sided Markets Quan-Gen Zhou Jakub Mareˇcek Robert Shorten 72 2 0 04 Jun 2021