4 citations · 6 across the 12 of their papers we have counts for
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math.ST2023
Kernel-based measures of association between inputs and outputs based on ANOVA
Matieyendou Lamboni
ANOVA decomposition of function with random input variables provides ANOVA functionals (AFs), which contain information about the contributions of the input variables on the output…
stat.ME2023
Kernel-based sensitivity indices for any model behavior and screening
Matieyendou Lamboni
Complex models are often used to understand interactions and drivers of human-induced and/or natural phenomena. It is worth identifying the input variables that drive the model out…
math.OC2023
Gradient and Hessian of functions with non-independent variables
Matieyendou Lamboni
Mathematical models are sometime given as functions of independent input variables and equations or inequations connecting the input variables. A probabilistic characterization of…