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Marouane Il Idrissi

Developments and applications of Shapley effects to reliability-oriented sensitivity analysis with correlated inputs
2021 · Marouane Il Idrissi, Vincent Chabridon, et al. · Environmental Modelling & Software · 58
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Proportional Marginal Effects for Global Sensitivity Analysis
2024 · Margot Herin, Marouane Il Idrissi, et al. · SIAM/ASA Journal on Uncertainty Quantification · 13
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Proportional marginal effects for global sensitivity analysis
2022 · Herin, Margot, Idrissi, Marouane Il, et al. · arXiv (Cornell University) · 9
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Quantile-constrained Wasserstein projections for robust interpretability of numerical and machine learning models
2024 · Marouane Il Idrissi, Nicolas Bousquet, et al. · Electronic Journal of Statistics · 8
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An overview of variance-based importance measures in the linear regression context: comparative analyses and numerical tests
2025 · Laura Clouvel, Bertrand Iooss, et al. · Socio-Environmental Systems Modeling · 6
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Unveil Sources of Uncertainty: Feature Contribution to Conformal Prediction Intervals
2025 · Idrissi, Marouane Il, Machado, Agathe Fernandes, et al. · arXiv (Cornell University) · 6
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On the coalitional decomposition of parameters of interest
2023 · Marouane Il Idrissi, Nicolas Bousquet, et al. · Comptes Rendus Mathématique · 6
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Beyond Shapley Values: Cooperative Games for the Interpretation of Machine Learning Models
2025 · Idrissi, Marouane Il, Machado, Agathe Fernandes, et al. · arXiv (Cornell University) · 4
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A review on variance-based importance measures in the linear regression context
2023 · Clouvel, Laura, Iooss, Bertrand, et al. · HAL · 3
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Shapley effects and proportional marginal effects for global sensitivity analysis: application to computed tomography scan organ dose estimation
2023 · Foucault, Anais, Idrissi, Marouane Il, et al. · arXiv (Cornell University) · 2
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Hoeffding decomposition of functions of random dependent variables
2025 · Marouane Il Idrissi, Nicolas Bousquet, et al. · Journal of Multivariate Analysis · 1
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Shapley effects to identify the most influential input parameters of organ dose estimation following CT scans in childhood
2026 · Anaïs Foucault, Marouane Il Idrissi, et al. · Journal of Radiological Protection
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Development of interpretability methods for certifying machine learning models applied to critical systems
2024 · Marouane Il Idrissi · theses.fr (ABES)
Variance-based importance measures in the linear regression context: Review, new insights and applications
2023 · Clouvel, Laura, Iooss, Bertrand, et al. · HAL
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Projection de mesures de probabilité sous contraintes de quantile par distance de Wasserstein et approximation monotone polynomiale
2022 · Il Idrissi, Marouane, Bousquet, Nicolas, et al. · HAL
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Mesures d'importance relative par décomposition de la performance de modèles de régression
2021 · Il Idrissi, Marouane, Iooss, Bertrand, et al. · HAL
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Works count: 18
Citation count: 116
H-index: 6
I10-index: 2
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