A statistical approach to detect sensitive features in a group fairness setting

11 May 2023

Papers citing "A statistical approach to detect sensitive features in a group fairness setting"

9 / 9 papers shown

Title
A survey on datasets for fairness-aware machine learning Tai Le Quy Arjun Roy Vasileios Iosifidis Wenbin Zhang Eirini Ntoutsi FaML 82 249 0 01 Oct 2021
Reducing Unintended Bias of ML Models on Tabular and Textual Data Guilherme Alves M. Amblard Fabien Bernier Miguel Couceiro A. Napoli FaML 39 17 0 05 Aug 2021
Measurement and Fairness Abigail Z. Jacobs Hanna M. Wallach 82 395 0 11 Dec 2019
Racial Bias in Hate Speech and Abusive Language Detection Datasets Thomas Davidson Debasmita Bhattacharya Ingmar Weber 109 459 0 29 May 2019
A Reductions Approach to Fair Classification Alekh Agarwal A. Beygelzimer Miroslav Dudík John Langford Hanna M. Wallach FaML 227 1,103 0 06 Mar 2018
Counterfactual Fairness Matt J. Kusner Joshua R. Loftus Chris Russell Ricardo M. A. Silva FaML 228 1,586 0 20 Mar 2017
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 233 4,330 0 07 Oct 2016
A Review of Feature Selection Methods Based on Mutual Information J. Vergara P. Estévez 64 1,012 0 24 Sep 2015
Supervised Feature Selection via Dependence Estimation Le Song Alex Smola Arthur Gretton Karsten Borgwardt J. Bedő 653 388 0 20 Apr 2007