Marouane Il Idrissi

According to our database, Marouane Il Idrissi authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Beyond Shapley Values: Cooperative Games for the Interpretation of Machine Learning Models.

Marouane Il Idrissi, Agathe Fernandes Machado, Arthur Charpentier

CoRR, June, 2025

Unveil Sources of Uncertainty: Feature Contribution to Conformal Prediction Intervals.

Marouane Il Idrissi, Agathe Fernandes Machado, Ewen Gallic, Arthur Charpentier

CoRR, May, 2025

Hoeffding decomposition of functions of random dependent variables.

Marouane Il Idrissi, Nicolas Bousquet, Fabrice Gamboa, Bertrand Iooss, Jean-Michel Loubes

J. Multivar. Anal., 2025

2024

Development of interpretability methods for certifying machine learning models applied to critical systems. (Développement de méthodes d'interprétabilité en apprentissage automatique pour la certification des intelligences artificielles reliées aux systèmes critiques).

Marouane Il Idrissi

PhD thesis, 2024

Proportional Marginal Effects for Global Sensitivity Analysis.

Margot Herin, Marouane Il Idrissi, Vincent Chabridon, Bertrand Iooss

SIAM/ASA J. Uncertain. Quantification, 2024

2021

Developments and applications of Shapley effects to reliability-oriented sensitivity analysis with correlated inputs.

Marouane Il Idrissi, Vincent Chabridon, Bertrand Iooss

Environ. Model. Softw., 2021