Right for Better Reasons: Training Differentiable Models by Constraining their Influence Functions

Xiaoting Shao, Arseny Skryagin, Wolfgang Stammer, Patrick Schramowski, Kristian Kersting. Right for Better Reasons: Training Differentiable Models by Constraining their Influence Functions. In Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021. pages 9533-9540, AAAI Press, 2021. [doi]

Authors

Xiaoting Shao

This author has not been identified. Look up 'Xiaoting Shao' in Google

Arseny Skryagin

This author has not been identified. Look up 'Arseny Skryagin' in Google

Wolfgang Stammer

This author has not been identified. Look up 'Wolfgang Stammer' in Google

Patrick Schramowski

This author has not been identified. Look up 'Patrick Schramowski' in Google

Kristian Kersting

This author has not been identified. Look up 'Kristian Kersting' in Google