Reducing Unintended Bias of ML Models on Tabular and Textual Data

Guilherme Alves, Maxime Amblard, Fabien Bernier +2

Unintended biases in machine learning (ML) models are among the major concerns that must be addressed to maintain public trust in ML. In this paper, we address process fairness of…