1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ME2026
High-dimensional reliability-oriented Shapley effects estimation
Lucas Monteiro, Jérôme Morio, Julien Demange-Chryst +1
This article presents a new estimation scheme for the reliability-oriented Shapley effects when there is a large number of correlated input variables, using a unique sample of fail…
cs.LG2023★ 1 cited
Variational autoencoder with weighted samples for high-dimensional non-parametric adaptive importance sampling
Julien Demange-Chryst, François Bachoc, Jérôme Morio +1
Probability density function estimation with weighted samples is the main foundation of all adaptive importance sampling algorithms. Classically, a target distribution is approxima…