no code implementations • 24 Apr 2023 • Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
Counterfactual explanations have become a mainstay of the XAI field.
1 code implementation • 21 Dec 2022 • Victor Guyomard, Françoise Fessant, Thomas Guyet, Tassadit Bouadi, Alexandre Termier
Our contribution is the generation of counterfactuals that are close to the distribution of the predicted class.
no code implementations • 9 Aug 2017 • Yiru Zhang, Tassadit Bouadi, Arnaud Martin
The aim of this work is to propose a preference fusion method that copes with uncertainty and escape from the Condorcet paradox.