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2302.08018
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Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking
16 February 2023
Zichong Wang
Yangze Zhou
M. Qiu
I. Haque
Laura Brown
Yi He
Jianwu Wang
David Lo
Wenbin Zhang
FaML
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Papers citing
"Towards Fair Machine Learning Software: Understanding and Addressing Model Bias Through Counterfactual Thinking"
3 / 3 papers shown
Title
A Review of Fairness and A Practical Guide to Selecting Context-Appropriate Fairness Metrics in Machine Learning
Caleb J. S. Barr
Olivia Erdelyi
Paul D. Docherty
Randolph C. Grace
FaML
63
0
0
10 Nov 2024
Fairness in Machine Learning
L. Oneto
Silvia Chiappa
FaML
233
485
0
31 Dec 2020
A Survey on Bias and Fairness in Machine Learning
Ninareh Mehrabi
Fred Morstatter
N. Saxena
Kristina Lerman
Aram Galstyan
SyDa
FaML
286
4,143
0
23 Aug 2019
1