Quantifying uncertainties on excursion sets under a Gaussian random
field prior

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Quantifying uncertainties on excursion sets under a Gaussian random field prior

15 January 2015

Dario Azzimonti

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Papers citing "Quantifying uncertainties on excursion sets under a Gaussian random field prior"

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Title
Uncertainty Quantification and Experimental Design for Large-Scale Linear Inverse Problems under Gaussian Process Priors Cédric Travelletti D. Ginsbourger N. Linde 68 4 0 08 Sep 2021
Entropy-based adaptive design for contour finding and estimating reliability D. Cole R. Gramacy James E. Warner Geoffrey F. Bomarito Patrick E. Leser W. Leser 81 20 0 24 May 2021
Locally induced Gaussian processes for large-scale simulation experiments D. Cole R. Christianson R. Gramacy 77 21 0 28 Aug 2020
Additive stacking for disaggregate electricity demand forecasting Christian Capezza B. Palumbo Y. Goude S. Wood Matteo Fasiolo AI4TS 85 7 0 20 May 2020
Forecast Evaluation of Quantiles, Prediction Intervals, and other Set-Valued Functionals Tobias Fissler Rafael Frongillo Jana Hlavinová Birgit Rudloff 49 18 0 16 Oct 2019
Evaluating Gaussian Process Metamodels and Sequential Designs for Noisy Level Set Estimation Xiong Lyu M. Binois M. Ludkovski 59 24 0 18 Jul 2018
Probabilistic Bisection with Spatial Metamodels Sergio Rodríguez M. Ludkovski 26 2 0 30 Jun 2018
Adaptive Design of Experiments for Conservative Estimation of Excursion Sets Dario Azzimonti D. Ginsbourger C. Chevalier Julien Bect Y. Richet 101 44 0 22 Nov 2016