A Principled Approach for Data Bias Mitigation

Bruno Scarone, Alfredo Viola, Renée J. Miller +1

The widespread use of machine learning and data-driven algorithms for decision making has been steadily increasing over many years. \emph{Bias} in the data can adversely affect thi…