Mitigating Algorithmic Bias on Facial Expression Recognition

Glauco Amigo, Pablo Rivas Perea, Robert J. Marks

Biased datasets are ubiquitous and present a challenge for machine learning. For a number of categories on a dataset that are equally important but some are sparse and others are c…