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19952026
most citedInverse Problem for a Curved Quantum Guide

1k citations

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Showing 2022 · math.STShow all

5 papers · 2 filters

math.ST2022★ 1 cited

Proportional marginal effects for global sensitivity analysis

Margot Herin, Marouane Il Idrissi, Vincent Chabridon +1

Performing (variance-based) global sensitivity analysis (GSA) with dependent inputs has recently benefited from cooperative game theory concepts.By using this theory, despite the p…

math.ST2022★ 4 cited

Model predictivity assessment: incremental test-set selection and accuracy evaluation

Elias Fekhari, Bertrand Iooss, Joseph Muré +2

Unbiased assessment of the predictivity of models learnt by supervised machine-learning methods requires knowledge of the learned function over a reserved test set (not used by the…

math.ST2022★ 1 cited

Diffeomorphic Registration using Sinkhorn Divergences

Lucas de Lara, Alberto González-Sanz, Jean-Michel Loubes

The diffeomorphic registration framework enables to define an optimal matching function between two probability measures with respect to a data-fidelity loss function. The non conv…

math.ST2022★ 1 cited

Local Identifiability of Deep ReLU Neural Networks: the Theory

Joachim Bona-Pellissier, François Malgouyres, François Bachoc

Is a sample rich enough to determine, at least locally, the parameters of a neural network? To answer this question, we introduce a new local parameterization of a given deep ReLU…

math.ST2022

Test comparison for Sobol Indices over nested sets of variables

Thierry Klein, Nicolas Peteilh, Paul Rochet

Sensitivity indices are commonly used to quantify the relative influence of any specific group of input variables on the output of a computer code. One crucial question is then to…