Fairness Under Feature Exemptions: Counterfactual and Observational Measures

14 June 2020

Papers citing "Fairness Under Feature Exemptions: Counterfactual and Observational Measures"

5 / 5 papers shown

Title
Quantifying Knowledge Distillation Using Partial Information Decomposition Pasan Dissanayake Faisal Hamman Barproda Halder Ilia Sucholutsky Qiuyi Zhang Sanghamitra Dutta 36 0 0 12 Nov 2024
REFRESH: Responsible and Efficient Feature Reselection Guided by SHAP Values Shubham Sharma Sanghamitra Dutta Emanuele Albini Freddy Lecue Daniele Magazzeni Manuela Veloso 40 1 0 13 Mar 2024
Can Querying for Bias Leak Protected Attributes? Achieving Privacy With Smooth Sensitivity Faisal Hamman Jiahao Chen Sanghamitra Dutta 25 9 0 03 Nov 2022
Unique Information and Secret Key Decompositions Johannes Rauh P. Banerjee E. Olbrich Jürgen Jost 13 7 0 23 Jan 2019
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,092 0 24 Oct 2016