Two-sided fairness in rankings via Lorenz dominance

Two-sided fairness in rankings via Lorenz dominance

28 October 2021

S. Corbett-Davies

Jamal Atif

Nicolas Usunier

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

19 / 19 papers shown

Title
CFaiRLLM: Consumer Fairness Evaluation in Large-Language Model Recommender System Yashar Deldjoo Tommaso Di Noia 174 23 0 24 Feb 2025
When Collaborative Filtering is not Collaborative: Unfairness of PCA for Recommendations David Liu Jackie Baek Tina Eliassi-Rad 58 0 0 15 Oct 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 73 17 0 29 Aug 2023
Online certification of preference-based fairness for personalized recommender systems Virginie Do S. Corbett-Davies Jamal Atif Nicolas Usunier FaML MLAU 48 41 0 29 Apr 2021
TFROM: A Two-sided Fairness-Aware Recommendation Model for Both Customers and Providers Yao Wu Jian Cao Guandong Xu Yudong Tan FaML 59 86 0 19 Apr 2021
Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning Matthieu Zimmer Claire Glanois Umer Siddique Paul Weng OffRL 136 60 0 17 Dec 2020
Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness Jessie Finocchiaro R. Maio F. Monachou Gourab K. Patro Manish Raghavan Ana-Andreea Stoica Stratis Tsirtsis FaML 134 58 0 12 Oct 2020
A Framework for Fairness in Two-Sided Marketplaces Kinjal Basu Cyrus DiCiccio Heloise Logan N. Karoui FaML 38 17 0 23 Jun 2020
Controlling Fairness and Bias in Dynamic Learning-to-Rank Marco Morik Ashudeep Singh Jessica Hong Thorsten Joachims 64 212 0 29 May 2020
FairRec: Two-Sided Fairness for Personalized Recommendations in Two-Sided Platforms Gourab K. Patro Arpita Biswas Niloy Ganguly Krishna P. Gummadi Abhijnan Chakraborty FaML 68 233 0 25 Feb 2020
Algorithmic Fairness Dana Pessach E. Shmueli FaML 69 392 0 21 Jan 2020
Balancing the Tradeoff between Profit and Fairness in Rideshare Platforms During High-Demand Hours Vedant Nanda Pan Xu Karthik Abinav Sankararaman John P. Dickerson A. Srinivasan 93 65 0 18 Dec 2019
Fair Classification and Social Welfare Lily Hu Yiling Chen FaML 71 90 0 01 May 2019
Policy Learning for Fairness in Ranking Ashudeep Singh Thorsten Joachims OffRL 64 218 0 11 Feb 2019
A Moral Framework for Understanding of Fair ML through Economic Models of Equality of Opportunity Hoda Heidari M. Loi Krishna P. Gummadi Andreas Krause FaML 53 121 0 10 Sep 2018
A Unified Approach to Quantifying Algorithmic Unfairness: Measuring Individual & Group Unfairness via Inequality Indices Till Speicher Hoda Heidari Nina Grgic-Hlaca Krishna P. Gummadi Adish Singla Adrian Weller Muhammad Bilal Zafar FaML 71 264 0 02 Jul 2018
Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated Decision Making Hoda Heidari Claudio Ferrari Krishna P. Gummadi Andreas Krause 69 134 0 13 Jun 2018
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 233 4,330 0 07 Oct 2016
Surrogate Regret Bounds for Bipartite Ranking via Strongly Proper Losses S. Agarwal 87 63 0 02 Jul 2012

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