Sofia Kypraiou is a final-year master student in Data Science at EPFL and a Tech Fellow at <A+> Alliance for Inclusive Algorithms and Women at the Table
Many efforts have been made to try to ‘debias’ the data and create a ‘fair’ model. But what is fairness? And how can this translate to machine learning?