Generative Adversarial Networks for Mitigating Biases in Machine Learning Systems

Adel Abusitta, Esma Aïmeur, Omar Abdel Wahab

In this paper, we propose a new framework for mitigating biases in machine learning systems. The problem of the existing mitigation approaches is that they are model-oriented in th…