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On Fair Selection in the Presence of Implicit and Differential Variance

On Fair Selection in the Presence of Implicit and Differential Variance

10 December 2021
V. Emelianov
Nicolas Gast
Krishna P. Gummadi
P. Loiseau
ArXivPDFHTML

Papers citing "On Fair Selection in the Presence of Implicit and Differential Variance"

3 / 3 papers shown
Title
MAFT: Efficient Model-Agnostic Fairness Testing for Deep Neural Networks via Zero-Order Gradient Search
MAFT: Efficient Model-Agnostic Fairness Testing for Deep Neural Networks via Zero-Order Gradient Search
Zhaohui Wang
Min Zhang
Jingran Yang
Bojie Shao
Min Zhang
46
4
0
31 Dec 2024
Fairness for AUC via Feature Augmentation
Fairness for AUC via Feature Augmentation
H. Fong
Vineet Kumar
Anay Mehrotra
Nisheeth K. Vishnoi
26
10
0
24 Nov 2021
Fair prediction with disparate impact: A study of bias in recidivism
  prediction instruments
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments
Alexandra Chouldechova
FaML
207
2,082
0
24 Oct 2016
1