If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques

Mark T. Keane, Eoin M. Kenny, Eoin Delaney, Barry Smyth. If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques. In Zhi-Hua Zhou, editor, Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event / Montreal, Canada, 19-27 August 2021. pages 4466-4474, ijcai.org, 2021. [doi]

Authors

Mark T. Keane

This author has not been identified. Look up 'Mark T. Keane' in Google

Eoin M. Kenny

This author has not been identified. Look up 'Eoin M. Kenny' in Google

Eoin Delaney

This author has not been identified. Look up 'Eoin Delaney' in Google

Barry Smyth

This author has not been identified. Look up 'Barry Smyth' in Google