Metrics for Dataset Demographic Bias: A Case Study on Facial Expression Recognition

28 March 2023

Papers citing "Metrics for Dataset Demographic Bias: A Case Study on Facial Expression Recognition"

9 / 9 papers shown

Title
Identifying Key Challenges of Hardness-Based Resampling Pawel Pukowski Venet Osmani 31 0 0 09 Apr 2025
Biased Heritage: How Datasets Shape Models in Facial Expression Recognition Iris Dominguez-Catena D. Paternain M. Galar Marybeth Defrance Maarten Buyl Tijl De Bie 61 0 0 05 Mar 2025
Less can be more: representational vs. stereotypical gender bias in facial expression recognition Iris Dominguez-Catena D. Paternain A. Jurio M. Galar 21 4 0 25 Jun 2024
DSAP: Analyzing Bias Through Demographic Comparison of Datasets Iris Dominguez-Catena D. Paternain M. Galar 23 4 0 22 Dec 2023
Comparing Human and Machine Bias in Face Recognition Samuel Dooley Ryan Downing George Z. Wei N. Shankar Bradon Thymes ... Olufemi Obiwumi Valeriia Cherepanova Micah Goldblum John P. Dickerson Tom Goldstein CVBM 75 12 0 15 Oct 2021
A Survey on Bias in Visual Datasets Simone Fabbrizzi Symeon Papadopoulos Eirini Ntoutsi Y. Kompatsiaris 119 121 0 16 Jul 2021
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 294 4,187 0 23 Aug 2019
Deep Facial Expression Recognition: A Survey Shan Li Weihong Deng 128 41 0 23 Apr 2018
A disciplined approach to neural network hyper-parameters: Part 1 -- learning rate, batch size, momentum, and weight decay L. Smith 191 1,019 0 26 Mar 2018