A Novel Multi-Objective Evolutionary Algorithm for Counterfactual Generation

Gabriel Doyle-Finch, Alex A. Freitas

Machine learning algorithms that learn black-box predictive models (which cannot be directly interpreted) are increasingly used to make predictions affecting the lives of people. I…