Plenary conferences and seminars

  • “Sensitivity analysis with generalized chaos expansion”, Webinar at INRAE, 2020 June 19. [Slides]
  • “Sobol-Hoeffding decomposition: bounds and extremes”, Seminar of Statistics at Institut de Mathématiques de Toulouse, 2018 December 11. [Slides]
  • “(Meta)modeling with Gaussian processes : An overview”, 50th Conference of the French Statistical Society, 2018 May 31. [Slides]
  • “Group covariance functions for Gaussian process metamodels with categorical inputs” [Slides]. Presented at:
  • “Poincaré inequalities revisited for dimension reduction” [Slides]. Presented at:
  • “Inequality constraints, support analysis and uncertainty quantification”, Workshop on Uncertainty Quantification, Louis Bachelier labex. Institut Henri Poincaré Paris, 2015 December 11.
  • “Predicting on circular domains with Gaussian processes”, Seminar at TU Dortmund, 2015 March 10.
  • “Packages (Re)Dice* pour les computer experiments” (with Y. Deville), Troisièmes rencontres R, Montpellier, 2014 June 25-27. [Slides]
  • “Krigeage et analyse de sensibilité, Rencontres statistiques lyonnaises, University of Lyon, 2013 February 12.
  • “Recent advances and block-additive kernels for computer experiments”, Annual Meeting of the GdR Mascot Num, CEA Bruyères-le-Châtel, 2012 March 21-23.
  • “Total interaction indices, FANOVA graphs, and application to the decomposition of functions with high complexity”, Seminar of Institut de Mathématiques de Toulouse, 2011 October 18.
  • “Data-driven Kriging models based on FANOVA decomposition”, Seminar at TU Dortmund, 2011 February 15.
  • “Some research results of the DICE projects”, Uncertainty in Computer Models 2010 conference, Sheffield (UK), 2010 July 12-14. [Slides]
  • “Analytical computation of Sobol indices with a Gaussian process metamodel”, 6th Autumn Symposium of the Research Training Group “Statistical Modelling”, University of Statistics, Dortmund (Germany), 2009 November 20-21. [Slides]
  • “Carrying out Kriging-based techniques for prediction and optimization” (with D. Ginsbourger), EURISBIS’09 Conference, Santa Margherita de Pula, Sardaigne, Italy, 2009 June 1.
  • “Kriging modeling for the analysis of simulators – Applications”, Seminar of Université Catholique de Louvain, 2009 May 5.
  • “Introduction aux RKHS”, (with L. Carraro and X. Bay), Journées du GdR MASCOT NUM, Solaize, 2007 March 22-23.
  • “Modélisation statistique de la température pour la gestion des produits dérivés climatiques”, Journées de la Société Française de Statistique, Clamart (France), 2006 May 29 – June 2.
  • “Modélisation statistique de la température pour l’évaluation des produits dérivés climatiques : état des lieux, limites et perspectives”, Société Française de Statistique, journée “Produits dérivés climatiques” du groupe Finance-Assurances, 2004 January 29.