Renard, Xavier

3 publications

MLJ 2024 Understanding Prediction Discrepancies in Classification Xavier Renard, Thibault Laugel, Marcin Detyniecki

IJCAI 2019 The Dangers of Post-Hoc Interpretability: Unjustified Counterfactual Explanations Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki

ECML-PKDD 2019 Unjustified Classification Regions and Counterfactual Explanations in Machine Learning Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Xavier Renard, Marcin Detyniecki