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11/10/2017
GPflowOpt: A Bayesian Optimization Library using TensorFlow
A novel Python framework for Bayesian optimization known as GPflowOpt is...
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02/02/2017
Sensitivity Analysis of Expensive Black-Box Systems Using Metamodeling
Simulations are becoming ever more common as a tool for designing comple...
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08/18/2016
Active Learning for Approximation of Expensive Functions with Normal Distributed Output Uncertainty
When approximating a black-box function, sampling with active learning f...
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08/16/2016