Measuring Bias in AI Models: An Statistical Approach Introducing N-Sigma

Measuring Bias in AI Models: An Statistical Approach Introducing N-Sigma

26 April 2023

Daniel DeAlcala

Ignacio Serna

Aythami Morales

Julian Fierrez

J. Ortega-Garcia

Papers citing "Measuring Bias in AI Models: An Statistical Approach Introducing N-Sigma"

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 40 1 0 03 Sep 2024
Document Layout Annotation: Database and Benchmark in the Domain of Public Affairs Alejandro Peña Aythami Morales Julian Fierrez J. Ortega-Garcia M. Grande Iñigo Puente Jorge Cordova Gonzalo Cordova 24 3 0 12 Jun 2023
Leveraging Large Language Models for Topic Classification in the Domain of Public Affairs Alejandro Peña Aythami Morales Julian Fierrez Ignacio Serna J. Ortega-Garcia Iñigo Puente Jorge Cordova Gonzalo Cordova 21 17 0 05 Jun 2023
On Demographic Bias in Fingerprint Recognition Akash Godbole Steven A. Grosz Karthik Nandakumar A.K. Jain 41 7 0 19 May 2022
Fairness in Machine Learning L. Oneto Silvia Chiappa FaML 256 488 0 31 Dec 2020
Demographic Bias in Biometrics: A Survey on an Emerging Challenge P. Drozdowski Christian Rathgeb A. Dantcheva N. Damer C. Busch FaML 135 200 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 323 4,203 0 23 Aug 2019