Uncovering Fairness through Data Complexity as an Early Indicator

Juliett Suárez Ferreira, Marija Slavkovik, Jorge Casillas

Fairness constitutes a concern within machine learning (ML) applications. Currently, there is no study on how disparities in classification complexity between privileged and unpriv…