Individually Fair Gradient Boosting

Individually Fair Gradient Boosting

31 March 2021

Alexander Vargo

Fan Zhang

Mikhail Yurochkin

Papers citing "Individually Fair Gradient Boosting"

4 / 4 papers shown

Title
Local Statistical Parity for the Estimation of Fair Decision Trees Andrea Quintanilla Johan Van Horebeek 32 0 0 25 Apr 2025
M $^2$ FGB: A Min-Max Gradient Boosting Framework for Subgroup Fairness Jansen S. B. Pereira Giovani Valdrighi Marcos Medeiros Raimundo FaML 39 0 0 16 Apr 2025
Identifying, measuring, and mitigating individual unfairness for supervised learning models and application to credit risk models Rasoul Shahsavarifar Jithu Chandran M. Inchiosa A. Deshpande Mario Schlener V. Gossain Yara Elias Vinaya Murali FaML 11 0 0 11 Nov 2022
iFlipper: Label Flipping for Individual Fairness Hantian Zhang Ki Hyun Tae Jaeyoung Park Xu Chu Steven Euijong Whang 27 6 0 15 Sep 2022