Learning by Grouping: A Multilevel Optimization Framework for Improving Fairness in Classification without Losing Accuracy

Ramtin Hosseini, Li Zhang, Bhanu Garg +1

The integration of machine learning models in various real-world applications is becoming more prevalent to assist humans in their daily decision-making tasks as a result of recent…