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Azzimonti, Dario; Ginsbourger, David; Chevalier, Clément; Bect, Julien; Richet, Yann (2021). Adaptive Design of Experiments for Conservative Estimation of Excursion Sets. Technometrics, 63(1), pp. 13-26. Taylor & Francis 10.1080/00401706.2019.1693427
Bect, Julien; Bachoc, François; Ginsbourger, David (2019). A supermartingale approach to Gaussian process based sequential design of experiments. Bernoulli, 25(4A), pp. 2883-2919. International Statistical Institute 10.3150/18-BEJ1074
Azzimonti, Dario Filippo; Bect, Julien; Chevalier, Clément; Ginsbourger, David (2016). Quantifying Uncertainties on Excursion Sets Under a Gaussian Random Field Prior. SIAM/ASA Journal on Uncertainty Quantification, 4(1), pp. 850-874. Society for Industrial and Applied Mathematics 10.1137/141000749
Chevalier, Clément; Bect, Julien; Ginsbourger, David; Vazquez, Emmanuel; Picheny, Victor; Richet, Yann (2014). Fast parallel kriging-based stepwise uncertainty reduction with application to the identification of an excursion set. Technometrics, 56(4), pp. 455-465. Taylor & Francis 10.1080/00401706.2013.860918
Chevalier, Clément; Ginsbourger, David; Bect, Julien; Molchanov, Ilya (2013). Estimating and quantifying uncertainties on level sets using the Vorob'ev expectation and deviation with Gaussian process models. In: Uciński, Dariusz; Atkinson, Anthony C; Patan, Maciej (eds.) mODa 10 - Advances in Model-Oriented Design and Analysis. Proceedings of the 10th International Workshop in Model-Oriented Design and Analysis Held in Łagów Lubuski, Poland, June 10–14, 2013. Contributions to Statistics (pp. 35-43). Springer 10.1007/978-3-319-00218-7_5
