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Fair Enough: Searching for Sufficient Measures of Fairness
v1v2 (latest)

Fair Enough: Searching for Sufficient Measures of Fairness

ACM Transactions on Software Engineering and Methodology (TOSEM), 2021
25 October 2021
Suvodeep Majumder
Joymallya Chakraborty
Gina R. Bai
Kathryn T. Stolee
Tim Menzies
ArXiv (abs)PDFHTML

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

14 / 14 papers shown
Title
Fair Classification by Direct Intervention on Operating Characteristics
Fair Classification by Direct Intervention on Operating Characteristics
Kevin Jiang
Edgar Dobriban
FaML
61
0
0
29 Sep 2025
FAIRTOPIA: Envisioning Multi-Agent Guardianship for Disrupting Unfair AI Pipelines
FAIRTOPIA: Envisioning Multi-Agent Guardianship for Disrupting Unfair AI Pipelines
Athena Vakali
Ilias Dimitriadis
94
0
0
10 Jun 2025
Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching
Whence Is A Model Fair? Fixing Fairness Bugs via Propensity Score Matching
Kewen Peng
Yicheng Yang
Hao Zhuo
205
0
0
23 Apr 2025
FairSense: Long-Term Fairness Analysis of ML-Enabled Systems
FairSense: Long-Term Fairness Analysis of ML-Enabled SystemsInternational Conference on Software Engineering (ICSE), 2025
Yining She
Sumon Biswas
Jane Hsieh
Eunsuk Kang
180
2
0
03 Jan 2025
Data Preparation for Fairness-Performance Trade-Offs: A
  Practitioner-Friendly Alternative?
Data Preparation for Fairness-Performance Trade-Offs: A Practitioner-Friendly Alternative?
Gianmario Voria
Rebecca Di Matteo
Giammaria Giordano
Gemma Catolino
Fabio Palomba
174
0
0
20 Dec 2024
From Expectation to Habit: Why Do Software Practitioners Adopt Fairness
  Toolkits?
From Expectation to Habit: Why Do Software Practitioners Adopt Fairness Toolkits?
Gianmario Voria
Stefano Lambiase
Maria Concetta Schiavone
Gemma Catolino
Fabio Palomba
202
1
0
18 Dec 2024
Fairness-aware Multiobjective Evolutionary Learning
Fairness-aware Multiobjective Evolutionary LearningIEEE Transactions on Evolutionary Computation (IEEE Trans. Evol. Comput.), 2024
Qingquan Zhang
Jialin Liu
Xin Yao
108
1
0
27 Sep 2024
Is it Still Fair? A Comparative Evaluation of Fairness Algorithms
  through the Lens of Covariate Drift
Is it Still Fair? A Comparative Evaluation of Fairness Algorithms through the Lens of Covariate DriftMachine-mediated learning (ML), 2024
Oscar Blessed Deho
Michael Bewong
Selasi Kwashie
Jiuyong Li
Jixue Liu
Lin Liu
Srecko Joksimovic
FaML
167
0
0
19 Sep 2024
DCA-Bench: A Benchmark for Dataset Curation Agents
DCA-Bench: A Benchmark for Dataset Curation Agents
Benhao Huang
Yingzhuo Yu
Jin Huang
Xingjian Zhang
Jiaqi Ma
215
2
0
11 Jun 2024
Navigating Fairness: Practitioners' Understanding, Challenges, and
  Strategies in AI/ML Development
Navigating Fairness: Practitioners' Understanding, Challenges, and Strategies in AI/ML Development
Aastha Pant
Rashina Hoda
Chakkrit Tantithamthavorn
Burak Turhan
113
5
0
21 Mar 2024
FRAPPE: A Group Fairness Framework for Post-Processing Everything
FRAPPE: A Group Fairness Framework for Post-Processing EverythingInternational Conference on Machine Learning (ICML), 2023
Alexandru Tifrea
Preethi Lahoti
Ben Packer
Yoni Halpern
Ahmad Beirami
Flavien Prost
244
12
0
05 Dec 2023
Fair Models in Credit: Intersectional Discrimination and the
  Amplification of Inequity
Fair Models in Credit: Intersectional Discrimination and the Amplification of Inequity
S. Kim
Stefan Lessmann
G. Andreeva
Michael Rovatsos
FaML
142
5
0
01 Aug 2023
Causality-Aided Trade-off Analysis for Machine Learning Fairness
Causality-Aided Trade-off Analysis for Machine Learning FairnessInternational Conference on Automated Software Engineering (ASE), 2023
Zhenlan Ji
Pingchuan Ma
Shuai Wang
Yanhui Li
FaML
221
11
0
22 May 2023
Through the Data Management Lens: Experimental Analysis and Evaluation
  of Fair Classification
Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification
Maliha Tashfia Islam
Anna Fariha
A. Meliou
Babak Salimi
FaML
187
30
0
18 Jan 2021
1