Envy-Free Classification

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Envy-Free Classification

23 September 2018

Maria-Florina Balcan

Ritesh Noothigattu

Ariel D. Procaccia

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Papers citing "Envy-Free Classification"

16 / 16 papers shown

Title
Algorithmic Fairness in Business Analytics: Directions for Research and Practice Maria De-Arteaga Stefan Feuerriegel M. Saar-Tsechansky FaML 126 45 0 22 Jul 2022
Understanding Instance-Level Impact of Fairness Constraints Jialu Wang Xinze Wang Yang Liu TDI FaML 108 34 0 30 Jun 2022
Beyond Adult and COMPAS: Fairness in Multi-Class Prediction Wael Alghamdi Hsiang Hsu Haewon Jeong Hao Wang P. Michalák S. Asoodeh Flavio du Pin Calmon FaML 75 16 0 15 Jun 2022
Fair Ranking as Fair Division: Impact-Based Individual Fairness in Ranking Yuta Saito Thorsten Joachims 77 25 0 15 Jun 2022
When Personalization Harms: Reconsidering the Use of Group Attributes in Prediction Vinith Suriyakumar Marzyeh Ghassemi Berk Ustun 111 9 0 04 Jun 2022
A New Notion of Individually Fair Clustering: $α$ -Equitable $k$ -Center D. Chakrabarti John P. Dickerson Seyed-Alireza Esmaeili A. Srinivasan Leonidas Tsepenekas FaML FedML 71 23 0 09 Jun 2021
Online certification of preference-based fairness for personalized recommender systems Virginie Do S. Corbett-Davies Jamal Atif Nicolas Usunier FaML MLAU 75 41 0 29 Apr 2021
Algorithmic Challenges in Ensuring Fairness at the Time of Decision Jad Salem Swati Gupta Vijay Kamble FaML 57 4 0 16 Mar 2021
Fair for All: Best-effort Fairness Guarantees for Classification A. Krishnaswamy Zhihao Jiang Kangning Wang Yu Cheng Kamesh Munagala FaML 180 10 0 18 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 158 60 0 12 Oct 2020
Ensuring Fairness under Prior Probability Shifts Arpita Biswas Suvam Mukherjee OOD 66 34 0 06 May 2020
A Distributed Fair Machine Learning Framework with Private Demographic Data Protection Hui Hu Yijun Liu Zhen Wang Chao Lan FaML FedML 88 26 0 17 Sep 2019
Avoiding Resentment Via Monotonic Fairness G. W. Cole Sinead Williamson FaML 99 7 0 03 Sep 2019
Preference-Informed Fairness Michael P. Kim Aleksandra Korolova G. Rothblum G. Yona FaML 126 41 0 03 Apr 2019
A Learning Framework for Distribution-Based Game-Theoretic Solution Concepts Tushant Jha Yair Zick 41 14 0 20 Mar 2019
A General Framework for Fair Regression Jack K. Fitzsimons AbdulRahman Al Ali Michael A. Osborne Stephen J. Roberts FaML 140 37 0 10 Oct 2018