Richard J. Fawley

Counterfactuals for Feature-Weighted Clustering

Richard J. Fawley, Renato Cordeiro de Amorim

Counterfactual explanations provide local, interpretable insight by identifying changes to an input that would alter its assigned outcome. Although well established in supervised learning, their extension to clustering is less direct, since cluster assignments are unlabeled and g…Read more