CPFair: Personalized Consumer and Producer Fairness Re-ranking for Recommender Systems

17 April 2022

Mohammadmehdi Naghiaei

Papers citing "CPFair: Personalized Consumer and Producer Fairness Re-ranking for Recommender Systems"

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 57 0 0 20 Apr 2025
Unmasking Gender Bias in Recommendation Systems and Enhancing Category-Aware Fairness Tahsin Alamgir Kheya Mohamed Reda Bouadjenek Sunil Aryal 31 0 0 25 Feb 2025
CFaiRLLM: Consumer Fairness Evaluation in Large-Language Model Recommender System Yashar Deldjoo Tommaso Di Noia 91 21 0 24 Feb 2025
Heterophily-Aware Fair Recommendation using Graph Convolutional Networks Nemat Gholinejad M. H. Chehreghani 102 3 0 20 Feb 2025
Performative Debias with Fair-exposure Optimization Driven by Strategic Agents in Recommender Systems Zhichen Xiang Hongke Zhao Chuang Zhao Ming He Jianping Fan 26 1 0 25 Jun 2024
Do Not Wait: Learning Re-Ranking Model Without User Feedback At Serving Time in E-Commerce Yuan Wang Zhiyu Li Changshuo Zhang Sirui Chen Xiao Zhang Jun Xu Quan Lin 40 1 0 20 Jun 2024
Explanation as a Watermark: Towards Harmless and Multi-bit Model Ownership Verification via Watermarking Feature Attribution Shuo Shao Yiming Li Hongwei Yao Yiling He Zhan Qin Kui Ren 32 14 0 08 May 2024
Intersectional Two-sided Fairness in Recommendation Yifan Wang Peijie Sun Weizhi Ma Min Zhang Yuan Zhang Peng Jiang Shaoping Ma FaML 31 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 39 4 0 01 Feb 2024
MOReGIn: Multi-Objective Recommendation at the Global and Individual Levels Elizabeth Gómez David Contreras Ludovico Boratto Maria Salamó 137 2 0 23 Jan 2024
Understanding Biases in ChatGPT-based Recommender Systems: Provider Fairness, Temporal Stability, and Recency Yashar Deldjoo LRM VLM 48 36 0 19 Jan 2024
Improving Conversational Recommendation Systems via Bias Analysis and Language-Model-Enhanced Data Augmentation Xi Wang Hossein A. Rahmani Jiqun Liu Emine Yilmaz 16 12 0 25 Oct 2023
Fairness of ChatGPT and the Role Of Explainable-Guided Prompts Yashar Deldjoo 89 19 0 14 Jul 2023
Post-hoc Selection of Pareto-Optimal Solutions in Search and Recommendation Vincenzo Paparella Vito Walter Anelli F. M. Nardini R. Perego Tommaso Di Noia 21 8 0 21 Jun 2023
Interpolating Item and User Fairness in Multi-Sided Recommendations Qinyi Chen Jason Cheuk Nam Liang Negin Golrezaei Djallel Bouneffouf FaML 27 2 0 12 Jun 2023
A Survey on Fairness-aware Recommender Systems Di Jin Luzhi Wang He Zhang Yizhen Zheng Weiping Ding Feng Xia Shirui Pan FaML 25 41 0 01 Jun 2023
The Role of Relevance in Fair Ranking Aparna Balagopalan Abigail Z. Jacobs Asia J. Biega 25 8 0 09 May 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 43 46 0 21 Sep 2022
Who Pays? Personalization, Bossiness and the Cost of Fairness Paresha Farastu Nicholas Mattei Robin Burke FaML 16 2 0 08 Sep 2022
Matching Consumer Fairness Objectives & Strategies for RecSys Michael D. Ekstrand M. S. Pera FaML 17 3 0 06 Sep 2022
Fairness in Recommendation: Foundations, Methods and Applications Yunqi Li H. Chen Shuyuan Xu Yingqiang Ge Juntao Tan Shuchang Liu Yongfeng Zhang FaML OffRL 108 41 0 26 May 2022
Fairness in Recommender Systems: Research Landscape and Future Directions Yashar Deldjoo Dietmar Jannach Alejandro Bellogín Alessandro Difonzo Dario Zanzonelli OffRL FaML 91 82 0 23 May 2022
Experiments on Generalizability of User-Oriented Fairness in Recommender Systems Hossein A. Rahmani Mohammadmehdi Naghiaei M. Dehghan Mohammad Aliannejadi FaML 38 35 0 17 May 2022
Trustworthy Graph Neural Networks: Aspects, Methods and Trends He Zhang Bang Wu Xingliang Yuan Shirui Pan Hanghang Tong Jian Pei 45 104 0 16 May 2022
The Unfairness of Popularity Bias in Book Recommendation Mohammadmehdi Naghiaei Hossein A. Rahmani M. Dehghan FaML 71 27 0 27 Feb 2022
User-oriented Fairness in Recommendation Yunqi Li H. Chen Zuohui Fu Yingqiang Ge Yongfeng Zhang FaML 100 229 0 21 Apr 2021
Fairness in Machine Learning: A Survey Simon Caton C. Haas FaML 29 615 0 04 Oct 2020
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 323 4,212 0 23 Aug 2019