36 citations · 91 across the 9 of their papers we have counts for
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math.OC2016★ 1 cited
Small ensembles of kriging models for optimization
Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul
The Efficient Global Optimization (EGO) algorithm uses a conditional Gaus-sian Process (GP) to approximate an objective function known at a finite number of observation points and…
math.OC2016★ 24 cited
An analytic comparison of regularization methods for Gaussian Processes
Hossein Mohammadi, Rodolphe Le Riche, Nicolas Durrande +2
Gaussian Processes (GPs) are a popular approach to predict the output of a parameterized experiment. They have many applications in the field of Computer Experiments, in particular…