56 citations · 121 across the 14 of their papers we have counts for
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stat.ML2017★ 56 cited
GPflowOpt: A Bayesian Optimization Library using TensorFlow
Nicolas Knudde, Joachim van der Herten, Tom Dhaene +1
A novel Python framework for Bayesian optimization known as GPflowOpt is introduced. The package is based on the popular GPflow library for Gaussian processes, leveraging the benef…
cs.OH2017★ 6 cited
Sensitivity Analysis of Expensive Black-Box Systems Using Metamodeling
Tom Van Steenkiste, Joachim van der Herten, Ivo Couckuyt +1
Simulations are becoming ever more common as a tool for designing complex products. Sensitivity analysis techniques can be applied to these simulations to gain insight, or to reduc…