Fair-Net: A Network Architecture For Reducing Performance Disparity Between Identifiable Sub-Populations

Arghya Datta, S. Joshua Swamidass

In real world datasets, particular groups are under-represented, much rarer than others, and machine learning classifiers will often preform worse on under-represented populations.…