Towards Learning an Unbiased Classifier from Biased Data via Conditional Adversarial Debiasing

Christian Reimers, Paul Bodesheim, Jakob Runge +1

Bias in classifiers is a severe issue of modern deep learning methods, especially for their application in safety- and security-critical areas. Often, the bias of a classifier is a…