Two-sided fairness in rankings via Lorenz dominance

28 October 2021

Jamal Atif

Papers citing "Two-sided fairness in rankings via Lorenz dominance"

28 / 28 papers shown

Title
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 67 0 0 20 Apr 2025
CFaiRLLM: Consumer Fairness Evaluation in Large-Language Model Recommender System Yashar Deldjoo Tommaso Di Noia 105 21 0 24 Feb 2025
Optimal Traffic Allocation for Multi-Slot Sponsored Search: Balance of Efficiency and Fairness Anastasiia Soboleva Alexander Ledovsky Yuriy Dorn Egor Samosvat Andrey Tikhanov Fyodor Prazdnikov 55 0 0 03 Feb 2025
Intuitions of Compromise: Utilitarianism vs. Contractualism Jared Moore Yejin Choi Sydney Levine 43 0 0 07 Oct 2024
Don't Forget What I did?: Assessing Client Contributions in Federated Learning Bishwamittra Ghosh Debabrota Basu Huazhu Fu Wang Yuan Renuga Kanagavelu Jiang Jin Peng Liu Yong Goh Siow Mong Rick Qingsong Wei FedML 48 0 0 11 Mar 2024
End-to-End Learning for Fair Multiobjective Optimization Under Uncertainty M. H. Dinh James Kotary Ferdinando Fioretto 22 0 0 12 Feb 2024
Learning Fair Ranking Policies via Differentiable Optimization of Ordered Weighted Averages M. H. Dinh James Kotary Ferdinando Fioretto 34 0 0 07 Feb 2024
Intersectional Two-sided Fairness in Recommendation Yifan Wang Peijie Sun Weizhi Ma Min Zhang Yuan Zhang Peng Jiang Shaoping Ma FaML 44 8 0 05 Feb 2024
A Personalized Framework for Consumer and Producer Group Fairness Optimization in Recommender Systems Hossein A. Rahmani Mohammadmehdi Naghiaei Yashar Deldjoo FaML 55 4 0 01 Feb 2024
Understanding Biases in ChatGPT-based Recommender Systems: Provider Fairness, Temporal Stability, and Recency Yashar Deldjoo LRM VLM 56 37 0 19 Jan 2024
FEIR: Quantifying and Reducing Envy and Inferiority for Fair Recommendation of Limited Resources Nan Li Bo Kang Jefrey Lijffijt T. D. Bie FaML 19 2 0 08 Nov 2023
When Collaborative Filtering is not Collaborative: Unfairness of PCA for Recommendations David Liu Jackie Baek Tina Eliassi-Rad 29 0 0 15 Oct 2023
Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools Maximilian Schambach Rakshit Naidu Rayid Ghani Kit T. Rodolfa Daniel E. Ho Hoda Heidari FaML 37 14 0 29 Sep 2023
Distribution-Free Statistical Dispersion Control for Societal Applications Zhun Deng Thomas P. Zollo Jake C. Snell T. Pitassi R. Zemel 19 5 0 25 Sep 2023
Ensuring User-side Fairness in Dynamic Recommender Systems Hyunsik Yoo Zhichen Zeng Jian Kang Ruizhong Qiu David Zhou Zhining Liu Fei Wang Charlie Xu Eunice Chan Hanghang Tong 18 11 0 29 Aug 2023
Safe Collaborative Filtering Riku Togashi Tatsushi Oka Naoto Ohsaka Tetsuro Morimura 18 1 0 08 Jun 2023
Towards Fairness in Personalized Ads Using Impression Variance Aware Reinforcement Learning A. Timmaraju M. Mashayekhi Mingliang Chen Qinya Zeng Quintin Fettes ... M. Kannadasan Pushkar Tripathi Sean M. Gahagan Miranda Boge Rob Roudani 14 8 0 05 Jun 2023
Consumer-side Fairness in Recommender Systems: A Systematic Survey of Methods and Evaluation Bjørnar Vassøy H. Langseth FaML 42 5 0 16 May 2023
Fairness in Matching under Uncertainty Siddartha Devic David Kempe Vatsal Sharan Aleksandra Korolova FaML 32 6 0 08 Feb 2023
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
Fast online ranking with fairness of exposure Nicolas Usunier Virginie Do Elvis Dohmatob 34 18 0 13 Sep 2022
Who Pays? Personalization, Bossiness and the Cost of Fairness Paresha Farastu Nicholas Mattei Robin Burke FaML 29 2 0 08 Sep 2022
Fair Ranking as Fair Division: Impact-Based Individual Fairness in Ranking Yuta Saito Thorsten Joachims 15 24 0 15 Jun 2022
Uncertainty Quantification for Fairness in Two-Stage Recommender Systems Lequn Wang Thorsten Joachims 30 22 0 30 May 2022
Fairness and Explainability in Automatic Decision-Making Systems. A challenge for computer science and law Thierry Kirat Olivia Tambou Virginie Do A. Tsoukiás FaML 26 12 0 14 May 2022
CPFair: Personalized Consumer and Producer Fairness Re-ranking for Recommender Systems Mohammadmehdi Naghiaei Hossein A. Rahmani Yashar Deldjoo FaML 47 93 0 17 Apr 2022
Optimizing generalized Gini indices for fairness in rankings Virginie Do Nicolas Usunier 15 29 0 02 Apr 2022
Fair ranking: a critical review, challenges, and future directions Gourab K. Patro Lorenzo Porcaro Laura Mitchell Qiuyue Zhang Meike Zehlike Nikhil Garg 26 51 0 29 Jan 2022