50 citations · 118 across the 7 of their papers we have counts for
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stat.ME2017★ 1 cited
Modeling non-stationary extreme dependence with stationary max-stable processes and multidimensional scaling
Clément Chevalier, David Ginsbourger, Olivia Martius
Modeling the joint distribution of extreme weather events in multiple locations is a challenging task with important applications. In this study, we use max-stable models to study…
stat.ME2016★ 25 cited
Adaptive Design of Experiments for Conservative Estimation of Excursion Sets
Dario Azzimonti, David Ginsbourger, Clément Chevalier +2
We consider the problem of estimating the set of all inputs that leads a system to some particular behavior. The system is modeled by an expensive-to-evaluate function, such as a c…