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11/06/2017
Modelling non-stationary extreme precipitation with max-stable processes and multi-dimensional scaling
Modeling the joint distribution of extreme weather events in several loc...
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09/09/2016
Efficient batch-sequential Bayesian optimization with moments of truncated Gaussian vectors
We deal with the efficient parallelization of Bayesian global optimizati...
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07/19/2016
Nested Kriging predictions for datasets with large number of observations
This work falls within the context of predicting the value of a real fun...
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03/18/2015
Differentiating the multipoint Expected Improvement for optimal batch design
This work deals with parallel optimization of expensive objective functi...
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01/15/2015
Quantifying uncertainties on excursion sets under a Gaussian random field prior
We focus on the problem of estimating and quantifying uncertainties on t...
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03/29/2012