Fairness Uncertainty Quantification: How certain are you that the model is fair?

27 April 2023

Papers citing "Fairness Uncertainty Quantification: How certain are you that the model is fair?"

4 / 4 papers shown

Title
Uncertainty-based Fairness Measures Selim Kuzucu Jiaee Cheong Hatice Gunes Sinan Kalkan UD PER 37 1 0 18 Dec 2023
Fairness Hacking: The Malicious Practice of Shrouding Unfairness in Algorithms Kristof Meding Thilo Hagendorff 39 7 0 12 Nov 2023
Online covariance estimation for stochastic gradient descent under Markovian sampling Abhishek Roy Krishnakumar Balasubramanian 24 5 0 03 Aug 2023
Statistical Inference for Fairness Auditing John J. Cherian Emmanuel J. Candès MLAU 35 7 0 05 May 2023