Local Statistical Parity for the Estimation of Fair Decision Trees

25 April 2025

Papers citing "Local Statistical Parity for the Estimation of Fair Decision Trees"

5 / 5 papers shown

Title
A survey on datasets for fairness-aware machine learning Tai Le Quy Arjun Roy Vasileios Iosifidis Wenbin Zhang Eirini Ntoutsi FaML 59 248 0 01 Oct 2021
Trustworthy AI Jeannette M. Wing 49 220 0 14 Feb 2020
Training individually fair ML models with Sensitive Subspace Robustness Mikhail Yurochkin Amanda Bower Yuekai Sun FaML OOD 57 120 0 28 Jun 2019
Metric Learning for Individual Fairness Christina Ilvento FaML 73 97 0 01 Jun 2019
Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making S. Aghaei Javad Azizi P. Vayanos FaML 51 177 0 25 Mar 2019