Transparency and Proportionality in Post-Processing Algorithmic Bias Correction

Juliett Suárez Ferreira, Marija Slavkovik, Jorge Casillas

Algorithmic decision-making systems sometimes produce errors or skewed predictions toward a particular group, leading to unfair results. Debiasing practices, applied at different s…