A Framework for Feasible Counterfactual Exploration incorporating Causality, Sparsity and Density

Kleopatra Markou, Dimitrios Tomaras, Vana Kalogeraki +1

The imminent need to interpret the output of a Machine Learning model with counterfactual (CF) explanations - via small perturbations to the input - has been notable in the researc…