Leveraging Semi-Supervised Learning for Fairness using Neural Networks

Vahid Noroozi, Sara Bahaadini, Samira Sheikhi +2

There has been a growing concern about the fairness of decision-making systems based on machine learning. The shortage of labeled data has been always a challenging problem facing…