FairRec: Two-Sided Fairness for Personalized Recommendations in Two-Sided Platforms

25 February 2020

Papers citing "FairRec: Two-Sided Fairness for Personalized Recommendations in Two-Sided Platforms"

29 / 29 papers shown

Title
CFaiRLLM: Consumer Fairness Evaluation in Large-Language Model Recommender System Yashar Deldjoo Tommaso Di Noia 94 21 0 24 Feb 2025
A Survey of Model Architectures in Information Retrieval Zhichao Xu Fengran Mo Zhiqi Huang Crystina Zhang Puxuan Yu Bei Wang Jimmy J. Lin Vivek Srikumar KELM 3DV 73 2 0 21 Feb 2025
Uncertain Multi-Objective Recommendation via Orthogonal Meta-Learning Enhanced Bayesian Optimization Hongxu Wang Zhu Sun Yingpeng Du Lu Zhang Tiantian He Yew-Soon Ong 61 0 0 18 Feb 2025
Social Choice for Heterogeneous Fairness in Recommendation Amanda A. Aird Elena Stefancova Cassidy All A. Voida Martin Homola Nicholas Mattei Robin Burke FaML 58 0 0 06 Oct 2024
Automating Food Drop: The Power of Two Choices for Dynamic and Fair Food Allocation Marios Mertzanidis Alexandros Psomas Paritosh Verma 21 2 0 10 Jun 2024
Unveiling Bias in Fairness Evaluations of Large Language Models: A Critical Literature Review of Music and Movie Recommendation Systems Chandan Kumar Sah Xiaoli Lian Muhammad Mirajul Islam 32 7 0 08 Jan 2024
When Collaborative Filtering is not Collaborative: Unfairness of PCA for Recommendations David Liu Jackie Baek Tina Eliassi-Rad 29 0 0 15 Oct 2023
Towards Individual and Multistakeholder Fairness in Tourism Recommender Systems Ashmi Banerjee Paromita Banik Wolfgang Wörndl 29 11 0 05 Sep 2023
Fairness Through Domain Awareness: Mitigating Popularity Bias For Music Discovery Rebecca Salganik Fernando Diaz G. Farnadi 26 4 0 28 Aug 2023
BHEISR: Nudging from Bias to Balance -- Promoting Belief Harmony by Eliminating Ideological Segregation in Knowledge-based Recommendations Mengyan Wang Yuxuan Hu Zihan Yuan Chenting Jiang Weihua Li Shiqing Wu Quan-wei Bai 24 0 0 06 Jul 2023
Managing multi-facet bias in collaborative filtering recommender systems Samira Vaez Barenji Saeed Farzi FaML 19 0 0 21 Feb 2023
Recommender Systems: A Primer P. Castells Dietmar Jannach OffRL 32 5 0 06 Feb 2023
FairRoad: Achieving Fairness for Recommender Systems with Optimized Antidote Data Minghong Fang Jia-Wei Liu Michinari Momma Yi Sun 30 4 0 13 Dec 2022
Fairly Allocating Utility in Constrained Multiwinner Elections Kunal Relia 20 0 0 23 Nov 2022
Diversely Regularized Matrix Factorization for Accurate and Aggregately Diversified Recommendation Jongjin Kim Hyunsik Jeon Jaeri Lee U. Kang 19 10 0 19 Oct 2022
Fair Ranking as Fair Division: Impact-Based Individual Fairness in Ranking Yuta Saito Thorsten Joachims 13 24 0 15 Jun 2022
Fairness in Graph Mining: A Survey Yushun Dong Jing Ma Song Wang Chen Chen Jundong Li FaML 34 113 0 21 Apr 2022
CPFair: Personalized Consumer and Producer Fairness Re-ranking for Recommender Systems Mohammadmehdi Naghiaei Hossein A. Rahmani Yashar Deldjoo FaML 42 93 0 17 Apr 2022
Optimizing generalized Gini indices for fairness in rankings Virginie Do Nicolas Usunier 15 29 0 02 Apr 2022
Alexa, in you, I trust! Fairness and Interpretability Issues in E-commerce Search through Smart Speakers A. Dash Abhijnan Chakraborty Saptarshi Ghosh Animesh Mukherjee Krishna P. Gummadi 9 8 0 08 Feb 2022
Rawlsian Fairness in Online Bipartite Matching: Two-sided, Group, and Individual Seyed-Alireza Esmaeili Sharmila Duppala Davidson Cheng Vedant Nanda A. Srinivasan John P. Dickerson FaML 24 17 0 16 Jan 2022
Revisiting Popularity and Demographic Biases in Recommender Evaluation and Effectiveness Nicola Neophytou Bhaskar Mitra Catherine Stinson CML 15 25 0 15 Oct 2021
Two-Sided Matching Meets Fair Division Rupert Freeman Evi Micha Nisarg Shah FedML 29 26 0 15 Jul 2021
A Graph-based Approach for Mitigating Multi-sided Exposure Bias in Recommender Systems M. Mansoury Himan Abdollahpouri Mykola Pechenizkiy B. Mobasher Robin Burke FaML 13 44 0 07 Jul 2021
Personalized Counterfactual Fairness in Recommendation Yunqi Li Hanxiong Chen Shuyuan Xu Yingqiang Ge Yongfeng Zhang FaML OffRL 29 142 0 20 May 2021
Bandit based centralized matching in two-sided markets for peer to peer lending Soumajyoti Sarkar 11 0 0 06 May 2021
TFROM: A Two-sided Fairness-Aware Recommendation Model for Both Customers and Providers Yao Wu Jian Cao Guandong Xu Yudong Tan FaML 27 84 0 19 Apr 2021
Random Walks with Erasure: Diversifying Personalized Recommendations on Social and Information Networks B. Paudel Abraham Bernstein MLAU 19 14 0 18 Feb 2021
WILDS: A Benchmark of in-the-Wild Distribution Shifts Pang Wei Koh Shiori Sagawa Henrik Marklund Sang Michael Xie Marvin Zhang ... A. Kundaje Emma Pierson Sergey Levine Chelsea Finn Percy Liang OOD 103 1,383 0 14 Dec 2020