A Survey on Fairness-aware Recommender Systems

1 June 2023

Papers citing "A Survey on Fairness-aware Recommender Systems"

22 / 22 papers shown

Title
Towards Responsible AI in Education: Hybrid Recommendation System for K-12 Students Case Study Nazarii Drushchak Vladyslava Tyshchenko Nataliya Polyakovska 70 0 0 27 Feb 2025
Unmasking Gender Bias in Recommendation Systems and Enhancing Category-Aware Fairness Tahsin Alamgir Kheya Mohamed Reda Bouadjenek Sunil Aryal 45 0 0 25 Feb 2025
Privacy-Preserving Orthogonal Aggregation for Guaranteeing Gender Fairness in Federated Recommendation Siqing Zhang Yuchen Ding Wei Tang Wei Sun Yong Liao P. Zhou 87 0 0 29 Nov 2024
A Deep Dive into Fairness, Bias, Threats, and Privacy in Recommender Systems: Insights and Future Research Falguni Roy Xiaofeng Ding K. -K. R. Choo Pan Zhou FaML 33 0 0 19 Sep 2024
Intersectional Unfairness Discovery Gezheng Xu Qi Chen Charles Ling Boyu Wang Changjian Shui 49 2 0 31 May 2024
Ethical Framework for Responsible Foundational Models in Medical Imaging Abhijit Das Debesh Jha Jasmer Sanjotra Onkar Susladkar Suramyaa Sarkar A. Rauniyar Nikhil Tomar Vanshali Sharma Ulas Bagci MedIm 85 0 0 14 Apr 2024
Graph Learning under Distribution Shifts: A Comprehensive Survey on Domain Adaptation, Out-of-distribution, and Continual Learning Man Wu Xin-Yang Zheng Qin Zhang Xiao Shen Xiong Luo Xingquan Zhu Shirui Pan OOD 82 10 0 26 Feb 2024
GraphGuard: Detecting and Counteracting Training Data Misuse in Graph Neural Networks Bang Wu He Zhang Xiangwen Yang Shuo Wang Minhui Xue Shirui Pan Lizhen Qu 66 6 0 13 Dec 2023
A Survey on Fairness in Large Language Models Yingji Li Mengnan Du Rui Song Xin Wang Ying Wang ALM 59 62 0 20 Aug 2023
Unraveling Privacy Risks of Individual Fairness in Graph Neural Networks He Zhang Lizhen Qu Shirui Pan 63 11 0 30 Jan 2023
Closing the Gender Wage Gap: Adversarial Fairness in Job Recommendation Clara Rus Jeffrey Luppes Harrie Oosterhuis Gido Schoenmacker FaML 59 12 0 20 Sep 2022
Intelligent Request Strategy Design in Recommender System Xufeng Qian Yue Xu Fuyu Lv Shengyu Zhang Ziwen Jiang Qingwen Liu Xiaoyi Zeng Tat-Seng Chua Fei Wu 39 16 0 23 Jun 2022
Cali3F: Calibrated Fast Fair Federated Recommendation System Zhitao Zhu Shijing Si Jianzong Wang Jing Xiao FedML 81 14 0 26 May 2022
Trustworthy Graph Neural Networks: Aspects, Methods and Trends He Zhang Bang Wu Lizhen Qu Shirui Pan Hanghang Tong Jian Pei 47 104 0 16 May 2022
Utility-Based Context-Aware Multi-Agent Recommendation System for Energy Efficiency in Residential Buildings Valentyna Riabchuk Leon Hagel Felix Germaine Alona Zharova 31 9 0 05 May 2022
The Unfairness of Popularity Bias in Book Recommendation Mohammadmehdi Naghiaei Hossein A. Rahmani M. Dehghan FaML 84 27 0 27 Feb 2022
Considering user dynamic preferences for mitigating negative effects of long tail in recommender systems Reza Shafiloo M. Kaedi Ali Pourmiri 30 4 0 04 Dec 2021
Trustworthy AI: A Computational Perspective Haochen Liu Yiqi Wang Wenqi Fan Xiaorui Liu Yaxin Li Shaili Jain Yunhao Liu Anil K. Jain Jiliang Tang FaML 108 198 0 12 Jul 2021
Fast Multi-Step Critiquing for VAE-based Recommender Systems Diego Antognini Boi Faltings LRM 70 16 0 03 May 2021
User-oriented Fairness in Recommendation Yunqi Li H. Chen Zuohui Fu Yingqiang Ge Yongfeng Zhang FaML 106 232 0 21 Apr 2021
Advances and Challenges in Conversational Recommender Systems: A Survey Chongming Gao Wenqiang Lei Xiangnan He Maarten de Rijke Tat-Seng Chua 147 276 0 23 Jan 2021
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 390 4,271 0 23 Aug 2019