Directive Explanations for Actionable Explainability in Machine Learning Applications

no code implementations • 3 Feb 2021 • Ronal Singh, Paul Dourish, Piers Howe, Tim Miller, Liz Sonenberg, Eduardo Velloso, Frank Vetere

This paper investigates the prospects of using directive explanations to assist people in achieving recourse of machine learning decisions.

BIG-bench Machine Learning counterfactual