Reducing Racial Bias in Facial Age Prediction using Unsupervised Domain Adaptation in Regression

Apoorva Gokhale, Astuti Sharma, Kaustav Datta +1

We propose an approach for unsupervised domain adaptation for the task of estimating someone's age from a given face image. In order to avoid the propagation of racial bias in most…