Generating collective counterfactual explanations in score-based classification via mathematical optimization

Emilio Carrizosa, Jasone Ramírez-Ayerbe, Dolores Romero Morales

Due to the increasing use of Machine Learning models in high stakes decision making settings, it has become increasingly important to have tools to understand how models arrive at…