| 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 | 39 | 2021 |
| An overview of variance-based importance measures in the linear regression context: comparative analyses and numerical tests L Clouvel, B Iooss, V Chabridon, M Il Idrissi, F Robin Preprint, 2024 | 8* | 2024 |
| Proportional marginal effects for global sensitivity analysis M Herin, M Il Idrissi, V Chabridon, B Iooss SIAM/ASA Journal on Uncertainty Quantification 12 (2), 667-692, 2024 | 8 | 2024 |
| 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 | 7* | 2023 |
| Quantile-constrained Wasserstein projections for robust interpretability of numerical and machine learning models M Il Idrissi, N Bousquet, F Gamboa, B Iooss, JM Loubes Electronic Journal of Statistics 18 (2), 2721-2770, 2024 | 6 | 2024 |
| 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 | 3 | 2022 |
| 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 | 3 | 2021 |
| 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 | 3* | |
| 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 | 2 | 2023 |
| 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 | 2 | 2022 |
| Development of interpretability methods for certifying machine learning models applied to critical systems M Il Idrissi Université Toulouse III - Paul Sabatier, 2024 | 1* | 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 |
Bertrand IoossEDF R&DBestätigte E-Mail-Adresse bei edf.fr