A Graph-based Approach for Mitigating Multi-sided Exposure Bias in
Recommender Systems

A Graph-based Approach for Mitigating Multi-sided Exposure Bias in Recommender Systems

7 July 2021

Himan Abdollahpouri

Mykola Pechenizkiy

Papers citing "A Graph-based Approach for Mitigating Multi-sided Exposure Bias in Recommender Systems"

13 / 13 papers shown

Title
Towards Carbon Footprint-Aware Recommender Systems for Greener Item Recommendation Raoul Kalisvaart Masoud Mansoury Alan Hanjalic Elvin Isufi 51 0 0 21 Mar 2025
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
Advancing Cultural Inclusivity: Optimizing Embedding Spaces for Balanced Music Recommendations Armin Moradi Nicola Neophytou G. Farnadi 27 0 0 27 May 2024
Intersectional Two-sided Fairness in Recommendation Yifan Wang Peijie Sun Weizhi Ma Min Zhang Yuan Zhang Peng Jiang Shaoping Ma FaML 53 8 0 05 Feb 2024
FEIR: Quantifying and Reducing Envy and Inferiority for Fair Recommendation of Limited Resources Nan Li Bo Kang Jefrey Lijffijt T. D. Bie FaML 26 2 0 08 Nov 2023
Fairness Through Domain Awareness: Mitigating Popularity Bias For Music Discovery Rebecca Salganik Fernando Diaz G. Farnadi 31 4 0 28 Aug 2023
A Survey on Fairness-aware Recommender Systems Di Jin Luzhi Wang He Zhang Yizhen Zheng Weiping Ding Feng Xia Shirui Pan FaML 44 42 0 01 Jun 2023
Exploring and Exploiting Data Heterogeneity in Recommendation Zimu Wang Jiashuo Liu Hao Zou Xingxuan Zhang Yue He Dongxu Liang Peng Cui 44 2 0 21 May 2023
Systemic Fairness Arindam Ray B. Padmanabhan Lina Bouayad FaML 35 0 0 14 Apr 2023
A Comparative Analysis of Bias Amplification in Graph Neural Network Approaches for Recommender Systems Nikzad Chizari Niloufar Shoeibi María N. Moreno-García 35 14 0 18 Jan 2023
Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems Eric Yang Yu Zhizhen Qin Min Kyung Lee Sicun Gao OffRL 46 15 0 22 Oct 2022
A Comprehensive Survey on Trustworthy Recommender Systems Wenqi Fan Xiangyu Zhao Xiao Chen Jingran Su Jingtong Gao ... Qidong Liu Yiqi Wang Hanfeng Xu Lei Chen Qing Li FaML 48 46 0 21 Sep 2022
How Algorithmic Confounding in Recommendation Systems Increases Homogeneity and Decreases Utility A. Chaney Brandon M Stewart Barbara E. Engelhardt CML 169 314 0 30 Oct 2017