Number of documents

9

Publications de Julien Bect


"David Ginsbourger"   

Journal articles4 documents

  • Julien Bect, François Bachoc, David Ginsbourger. A supermartingale approach to Gaussian process based sequential design of experiments. Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, In press. ⟨hal-01351088v4⟩
  • Dario Azzimonti, Julien Bect, Clément Chevalier, David Ginsbourger. Quantifying uncertainties on excursion sets under a Gaussian random field prior. SIAM/ASA Journal on Uncertainty Quantification, ASA, American Statistical Association, 2016, 4 (1), pp.850-874. ⟨http://dx.doi.org/10.1137/141000749⟩. ⟨10.1137/141000749 ⟩. ⟨hal-01103644v2⟩
  • Clément Chevalier, Julien Bect, David Ginsbourger, Emmanuel Vazquez, Victor Picheny, et al.. Fast parallel kriging-based stepwise uncertainty reduction with application to the identification of an excursion set. Technometrics, Taylor & Francis, 2014, 56 (4), pp.455-465. ⟨10.1080/00401706.2013.860918⟩. ⟨hal-00641108v2⟩
  • Julien Bect, David Ginsbourger, Ling Li, Victor Picheny, Emmanuel Vazquez. Sequential design of computer experiments for the estimation of a probability of failure. Statistics and Computing, Springer Verlag (Germany), 2012, 22 (3), pp.773-793. ⟨10.1007/s11222-011-9241-4⟩. ⟨hal-00689580⟩

Conference papers3 documents

  • Dario Azzimonti, David Ginsbourger, Clément Chevalier, Julien Bect, Yann Richet. Adaptive Design of Experiments for Conservative Estimation of Excursion Sets (SIAM UQ 2016). 2016 SIAM Conference on Uncertainty Quantification, Apr 2016, Lausanne, Switzerland. ⟨hal-01329571⟩
  • David Ginsbourger, Clément Chevalier, Julien Bect, Dario Azzimonti, Ilya Molchanov. Quantifying and reducing uncertainties on excursion sets under a gaussian random field prior. 2nd Conference of the International Society of NonParametric Statistics (ISNPS), Jun 2014, Cadiz, Spain. ⟨hal-01083836⟩
  • Clément Chevalier, David Ginsbourger, Julien Bect, Ilya Molchanov. Quantifying and reducing uncertainties on a set of failure using random set theory and Kriging. SIAM Conference on Uncertainty Quantification (UQ12), Apr 2012, Raleigh, United States. 〈hal-00669172〉

Book sections1 document

  • Clément Chevalier, David Ginsbourger, Julien Bect, Ilya Molchanov. Estimating and quantifying uncertainties on level sets using the Vorob'ev expectation and deviation with Gaussian process models. Dariusz Ucinski, Anthony C. Atkinson, Maciej Patan. 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, Springer International Publishing, pp.35-43, 2013, Contributions to Statistics, 978-3-319-00217-0. ⟨10.1007/978-3-319-00218-7⟩. ⟨hal-00731783v2⟩

Preprints, Working Papers, ...1 document

  • Dario Azzimonti, David Ginsbourger, Clément Chevalier, Julien Bect, Yann Richet. Adaptive Design of Experiments for Conservative Estimation of Excursion Sets. 2018. ⟨hal-01379642v4⟩