P${}^2$CE: Model-Agnostic Plausible Pareto-Optimal Counterfactual Explanations

Arthur Hendricks Mendes de Oliveira, Giovani Valdrighi, Marcos Medeiros Raimundo

The increasing use of machine learning algorithms in social applications has raised concerns about fairness and transparency, leading to the development of counterfactual explanati…