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Beyond Demographic Parity: Redefining Equal Treatment

Beyond Demographic Parity: Redefining Equal Treatment

14 March 2023
Carlos Mougan
Laura State
Antonio Ferrara
Salvatore Ruggieri
Steffen Staab
    FaML
ArXivPDFHTML

Papers citing "Beyond Demographic Parity: Redefining Equal Treatment"

7 / 7 papers shown
Title
Explanation Shift: Detecting distribution shifts on tabular data via the
  explanation space
Explanation Shift: Detecting distribution shifts on tabular data via the explanation space
Carlos Mougan
Klaus Broelemann
Gjergji Kasneci
T. Tiropanis
Steffen Staab
FAtt
25
7
0
22 Oct 2022
A Survey on Bias in Visual Datasets
A Survey on Bias in Visual Datasets
Simone Fabbrizzi
Symeon Papadopoulos
Eirini Ntoutsi
Y. Kompatsiaris
119
119
0
16 Jul 2021
Towards the Right Kind of Fairness in AI
Towards the Right Kind of Fairness in AI
Boris Ruf
Marcin Detyniecki
39
25
0
16 Feb 2021
A Survey on Bias and Fairness in Machine Learning
A Survey on Bias and Fairness in Machine Learning
Ninareh Mehrabi
Fred Morstatter
N. Saxena
Kristina Lerman
Aram Galstyan
SyDa
FaML
294
4,187
0
23 Aug 2019
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
185
2,082
0
24 Oct 2016
Revisiting Classifier Two-Sample Tests
Revisiting Classifier Two-Sample Tests
David Lopez-Paz
Maxime Oquab
65
389
0
20 Oct 2016
On the Consistency of AUC Pairwise Optimization
On the Consistency of AUC Pairwise Optimization
Wei Gao
Zhi-Hua Zhou
61
123
0
03 Aug 2012
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