Fairness Index Measures to Evaluate Bias in Biometric Recognition

19 June 2023

Papers citing "Fairness Index Measures to Evaluate Bias in Biometric Recognition"

7 / 7 papers shown

Title
Comprehensive Equity Index (CEI): Definition and Application to Bias Evaluation in Biometrics Imanol Solano Alejandro Peña Aythami Morales Julian Fierrez Ruben Tolosana F. Zamora-Martínez Javier San Agustin 43 1 0 03 Sep 2024
Score Normalization for Demographic Fairness in Face Recognition Linghu Yu Tiago de Freitas Pereira Christophe Ecabert Sébastien Marcel Manuel Günther 49 1 0 19 Jul 2024
A Comparison of Differential Performance Metrics for the Evaluation of Automatic Speaker Verification Fairness Oubaïda Chouchane Christoph Busch Chiara Galdi Nicholas W. D. Evans Massimiliano Todisco 42 2 0 27 Apr 2024
Sum of Group Error Differences: A Critical Examination of Bias Evaluation in Biometric Verification and a Dual-Metric Measure Alaa Elobaid Nathan Ramoly Lara Younes Symeon Papadopoulos Eirini Ntoutsi Y. Kompatsiaris 35 1 0 23 Apr 2024
Benchmark Dataset Dynamics, Bias and Privacy Challenges in Voice Biometrics Research Casandra Rusti Anna Leschanowsky Carolyn Quinlan Michaela Pnacekova Lauriane Gorce W. Hutiri 30 2 0 07 Apr 2023
Demographic Bias in Biometrics: A Survey on an Emerging Challenge P. Drozdowski Christian Rathgeb A. Dantcheva N. Damer C. Busch FaML 135 201 0 05 Mar 2020
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 344 4,230 0 23 Aug 2019