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Improving Fairness in Credit Lending Models using Subgroup Threshold Optimization

Improving Fairness in Credit Lending Models using Subgroup Threshold Optimization

Cecilia Ying
Stephen Thomas
    FaML
ArXiv (abs)PDFHTML

Papers citing "Improving Fairness in Credit Lending Models using Subgroup Threshold Optimization"

3 / 3 papers shown
Title
Protecting the Protected Group: Circumventing Harmful Fairness
Protecting the Protected Group: Circumventing Harmful Fairness
Omer Ben-Porat
Fedor Sandomirskiy
Moshe Tennenholtz
FaML
34
17
0
25 May 2019
Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR
Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR
Sandra Wachter
Brent Mittelstadt
Chris Russell
MLAU
115
2,354
0
01 Nov 2017
Equality of Opportunity in Supervised Learning
Equality of Opportunity in Supervised Learning
Moritz Hardt
Eric Price
Nathan Srebro
FaML
228
4,312
0
07 Oct 2016

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