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Is There a Trade-Off Between Fairness and Accuracy? A Perspective Using Mismatched Hypothesis Testing
17 October 2019
Sanghamitra Dutta
Dennis L. Wei
Hazar Yueksel
Pin-Yu Chen
Sijia Liu
Kush R. Varshney
FaML
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Papers citing
"Is There a Trade-Off Between Fairness and Accuracy? A Perspective Using Mismatched Hypothesis Testing"
3 / 3 papers shown
Title
Fairness in Forecasting of Observations of Linear Dynamical Systems
Quan Zhou
Jakub Mareˇcek
Robert Shorten
AI4TS
45
5
0
12 Sep 2022
Fairness in Forecasting and Learning Linear Dynamical Systems
Quan-Gen Zhou
Jakub Mareˇcek
Robert Shorten
AI4TS
34
7
0
12 Jun 2020
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments
Alexandra Chouldechova
FaML
207
2,092
0
24 Oct 2016
1