Search Results for author: Ayoub El Qadi

Found 2 papers, 0 papers with code

Explaining Credit Risk Scoring through Feature Contribution Alignment with Expert Risk Analysts

no code implementations15 Mar 2021 Ayoub El Qadi, Natalia Diaz-Rodriguez, Maria Trocan, Thomas Frossard

We bring light by providing an expert-aligned feature relevance score highlighting the disagreement between a credit risk expert and a model feature attribution explanation in order to better quantify the convergence towards a better human-aligned decision making.

Decision Making

Cannot find the paper you are looking for? You can Submit a new open access paper.