Fair Enough: Searching for Sufficient Measures of Fairness

Fair Enough: Searching for Sufficient Measures of Fairness

25 October 2021

Suvodeep Majumder

Joymallya Chakraborty

Kathryn T. Stolee

Papers citing "Fair Enough: Searching for Sufficient Measures of Fairness"

11 / 11 papers shown

Title
Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching Kewen Peng Yicheng Yang Hao Zhuo 32 0 0 23 Apr 2025
FairSense: Long-Term Fairness Analysis of ML-Enabled Systems Yining She Sumon Biswas Christian Kastner Eunsuk Kang 42 0 0 03 Jan 2025
Data Preparation for Fairness-Performance Trade-Offs: A Practitioner-Friendly Alternative? Gianmario Voria Rebecca Di Matteo Giammaria Giordano Gemma Catolino Fabio Palomba 74 0 0 20 Dec 2024
From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits? Gianmario Voria Stefano Lambiase Maria Concetta Schiavone Gemma Catolino Fabio Palomba 94 1 0 18 Dec 2024
Fairness-aware Multiobjective Evolutionary Learning Qingquan Zhang Jialin Liu Xin Yao 33 1 0 27 Sep 2024
Is it Still Fair? A Comparative Evaluation of Fairness Algorithms through the Lens of Covariate Drift Oscar Blessed Deho Michael Bewong Selasi Kwashie Jiuyong Li Jixue Liu Lin Liu Srecko Joksimovic FaML 24 0 0 19 Sep 2024
Navigating Fairness: Practitioners' Understanding, Challenges, and Strategies in AI/ML Development Aastha Pant Rashina Hoda C. Tantithamthavorn Burak Turhan 30 1 0 21 Mar 2024
FRAPPE: A Group Fairness Framework for Post-Processing Everything Alexandru Tifrea Preethi Lahoti Ben Packer Yoni Halpern Ahmad Beirami Flavien Prost 47 6 0 05 Dec 2023
Fair Models in Credit: Intersectional Discrimination and the Amplification of Inequity S. Kim Stefan Lessmann G. Andreeva Michael Rovatsos FaML 24 4 0 01 Aug 2023
Causality-Aided Trade-off Analysis for Machine Learning Fairness Zhenlan Ji Pingchuan Ma Shuai Wang Yanhui Li FaML 31 7 0 22 May 2023
Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification Maliha Tashfia Islam Anna Fariha A. Meliou Babak Salimi FaML 28 24 0 18 Jan 2021