8 citations · 15 across the 2 of their papers we have counts for
2 papers
cs.AI2022★ 8 cited
ASTERYX : A model-Agnostic SaT-basEd appRoach for sYmbolic and score-based eXplanations
Ryma Boumazouza, Fahima Cheikh-Alili, Bertrand Mazure +1
The ever increasing complexity of machine learning techniques used more and more in practice, gives rise to the need to explain the predictions and decisions of these models, often…
cs.AI2022★ 7 cited
A Symbolic Approach for Counterfactual Explanations
Ryma Boumazouza, Fahima Cheikh-Alili, Bertrand Mazure +1
In this paper titled A Symbolic Approach for Counterfactual Explanations we propose a novel symbolic approach to provide counterfactual explanations for a classifier predictions. C…