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06/02/2023
Shapley effects and proportional marginal effects for global sensitivity analysis: application to computed tomography scan organ dose estimation
Concerns have been raised about possible cancer risks after exposure to ...
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01/06/2023
On the coalitional decomposition of parameters of interest
Understanding the behavior of a black-box model with probabilistic input...
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10/24/2022
Proportional marginal effects for global sensitivity analysis
Performing (variance-based) global sensitivity analysis (GSA) with depen...
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09/23/2022
Quantile-constrained Wasserstein projections for robust interpretability of numerical and machine learning models
Robustness studies of black-box models is recognized as a necessary task...
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01/20/2021