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10/17/2022
Packed-Ensembles for Efficient Uncertainty Estimation
Deep Ensembles (DE) are a prominent approach achieving excellent perform...
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06/03/2020
Gaussian linear approximation for the estimation of the Shapley effects
In this paper, we address the estimation of the sensitivity indices call...
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07/30/2019
Block-diagonal covariance estimation and application to the Shapley effects in sensitivity analysis
In this paper, we aim to estimate block-diagonal covariance matrices for...
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09/25/2018
Efficient Seismic fragility curve estimation by Active Learning on Support Vector Machines
Fragility curves which express the failure probability of a structure, o...
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01/12/2018