Follow
Marouane IL IDRISSI
Marouane IL IDRISSI
EDF R&D, Institut de Mathématiques de Toulouse
Verified email at edf.fr - Homepage
Title
Cited by
Cited by
Year
Developments and applications of Shapley effects to reliability-oriented sensitivity analysis with correlated inputs
M Il Idrissi, V Chabridon, B Iooss
Environmental Modelling & Software 143, 105115, 2021
322021
Proportional marginal effects for global sensitivity analysis
M Herin, M Il Idrissi, V Chabridon, B Iooss
arXiv preprint arXiv:2210.13065, 2022
52022
On the coalitional decomposition of parameters of interest
M Il Idrissi, N Bousquet, F Gamboa, B Iooss, JM Loubes
Comptes Rendus. Mathématique 361, 1653--1662, 2023
32023
Variance-based importance measures in the linear regression context: Review, new insights and applications
L Clouvel, B Iooss, V Chabridon, M Il Idrissi, F Robin
32023
Quantile-constrained Wasserstein projections for robust interpretability of numerical and machine learning models
M Il Idrissi, N Bousquet, F Gamboa, B Iooss, JM Loubes
arXiv preprint arXiv:2209.11539, 2022
32022
Proportional marginal effects for sensitivity analysis with correlated inputs
M Herin, M Il Idrissi, B Iooss, V Chabridon
Proceedings of the 10th International Conference on Sensitivity Analysis of …, 2022
32022
A review on variance-based importance measures in the linear regression context
L Clouvel, B Iooss, V Chabridon, M Il Idrissi, F Robin
22023
Mesures d'importance relative par décomposition de la performance de modèles de régression
M Il Idrissi, B Iooss, V Chabridon
52èmes Journées de Statistique de la Société Française de Statistique (SFdS …, 2021
22021
Shapley effects and proportional marginal effects for global sensitivity analysis: application to computed tomography scan organ dose estimation
A Foucault, M Il Idrissi, B Iooss, S Ancelet
arXiv preprint arXiv:2306.01353, 2023
12023
Projection de mesures de probabilité sous contraintes de quantile par distance de Wasserstein et approximation monotone polynomiale
M Il Idrissi, N Bousquet, B Iooss, F Gamboa, JM Loubes
53èmes Journées de Statistique de la Société Française de Statistique (SFdS …, 2022
12022
Hoeffding decomposition of black-box models with dependent inputs
M Il Idrissi, N Bousquet, F Gamboa, B Iooss, JM Loubes
arXiv preprint arXiv:2310.06567, 0
1*
An overview of variance-based importance measures in the linear regression context: comparative analyses and numerical tests
L Clouvel, B Iooss, V Chabridon, MI Idrissi, F Robin
2024
Development of interpretability methods for certifying machine learning models applied to critical systems
M Il Idrissi
Université Toulouse III - Paul Sabatier, 2024
2024
Robustness assessment of black-box models using quantile-constrained Wasserstein projections
M Il Idrissi, N Bousquet, F Gamboa, B Iooss, JM Loubes
2022 Annual Meeting of MASCOT-NUM Research Group, 2022
2022
The system can't perform the operation now. Try again later.
Articles 1–14