Donato Maragno

Finding Regions of Counterfactual Explanations via Robust Optimization

2023 · arXiv (Cornell University)

Counterfactual explanations play an important role in detecting bias and improving the explainability of data-driven classification models. A counterfactual explanation (CE) is a minimal perturbed data point for which the decision of the model changes. …