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Uncertainty-based Fairness Measures

Uncertainty-based Fairness Measures

18 December 2023
Selim Kuzucu
Jiaee Cheong
Hatice Gunes
Sinan Kalkan
    UD
    PER
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Papers citing "Uncertainty-based Fairness Measures"

6 / 6 papers shown
Title
Conformal Prediction Sets Can Cause Disparate Impact
Conformal Prediction Sets Can Cause Disparate Impact
Jesse C. Cresswell
Bhargava Kumar
Yi Sui
Mouloud Belbahri
FaML
77
1
0
17 Feb 2025
Fairness Uncertainty Quantification: How certain are you that the model
  is fair?
Fairness Uncertainty Quantification: How certain are you that the model is fair?
Abhishek Roy
P. Mohapatra
14
5
0
27 Apr 2023
Certifying Some Distributional Fairness with Subpopulation Decomposition
Certifying Some Distributional Fairness with Subpopulation Decomposition
Mintong Kang
Linyi Li
Maurice Weber
Yang Liu
Ce Zhang
Bo-wen Li
OOD
54
15
0
31 May 2022
Fairness in Machine Learning
Fairness in Machine Learning
L. Oneto
Silvia Chiappa
FaML
233
486
0
31 Dec 2020
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
Simple and Scalable Predictive Uncertainty Estimation using Deep
  Ensembles
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
UQCV
BDL
268
5,652
0
05 Dec 2016
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