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Statistical Inference for Fairness Auditing

Statistical Inference for Fairness Auditing

5 May 2023
John J. Cherian
Emmanuel J. Candès
    MLAU
ArXivPDFHTML

Papers citing "Statistical Inference for Fairness Auditing"

3 / 3 papers shown
Title
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
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk
  Control
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control
Anastasios Nikolas Angelopoulos
Stephen Bates
Emmanuel J. Candès
Michael I. Jordan
Lihua Lei
95
126
0
03 Oct 2021
Auditing ML Models for Individual Bias and Unfairness
Auditing ML Models for Individual Bias and Unfairness
Songkai Xue
Mikhail Yurochkin
Yuekai Sun
MLAU
40
22
0
11 Mar 2020
1