Emmanuel Vazquez

发表

Bayesian Subset Simulation: a kriging-based subset simulation algorithm for the estimation of small probabilities of failure

Ling Li, Julien Bect, Emmanuel Vazquez, 2012, 1207.1963.

Bias and Variance in the Bayesian Subset Simulation Algorithm

Julien Bect, Emmanuel Vazquez, Roman Sueur, 2016 .

On the convergence of the expected improvement algorithm

Julien Bect, Emmanuel Vazquez, E. Vázquez, 2007 .

A numerical comparison of kriging-based sequential strategies for estimating a probability of failure

Ling Li, Julien Bect, Emmanuel Vazquez, 2011 .

Bayes-optimal importance sampling for computer experiments

Julien Bect, Emmanuel Vazquez, 2013 .

A numerical comparison of two sequential kriging-based algorithms to estimate a probability of failure

Ling Li, Julien Bect, Emmanuel Vazquez, 2010 .

Global optimization based on noisy evaluations: An empirical study of two statistical approaches

Eric Walter, Emmanuel Vazquez, Julien Villemonteix, 2008 .

A sequential Bayesian algorithm to estimate a probability of failure

Julien Bect, Emmanuel Vazquez, E. Vázquez, 2009 .

Bayesian Subset Simulation

Ling Li, Julien Bect, Emmanuel Vazquez, 2016, SIAM/ASA J. Uncertain. Quantification.

Characterization of a 3D defect using the expected improvement algorithm

Emmanuel Vazquez, Marc Lambert, Sándor Bilicz, 2008 .

Towards new cross-validation-based estimators for Gaussian process regression: efficient adjoint computation of gradients

Julien Bect, Emmanuel Vazquez, S'ebastien da Veiga, 2020 .

Bayesian optimization for parameter identification on a small simulation budget

Eric Walter, Emmanuel Vazquez, Julien Villemonteix, 2009 .

ESTIMATION OF EXTREME VALUES, WITH APPLICATION TO UNCERTAIN SYSTEMS

Eric Walter, Emmanuel Vazquez, Gilles Fleury, 2006 .

Fully Bayesian approach for the estimation of (first-order) Sobol indices

Julien Bect, Emmanuel Vazquez, Benoit Jan, 2013 .

BMOO: a Bayesian Multi-Objective Optimization algorithm

Julien Bect, Emmanuel Vazquez, Paul Feliot, 2016 .

A new database generation method combining maximin method and kriging prediction for eddy-current testing

Emmanuel Vazquez, Marc Lambert, Sandor Bilicz, 2009 .

Sequential Design of Multi-Fidelity Computer Experiments: Maximizing the Rate of Stepwise Uncertainty Reduction

Nicolas Fischer, Julien Bect, Emmanuel Vazquez, 2021, Technometrics.

Gaussian process interpolation: the choice of the family of models is more important than that of the selection criterion

Julien Bect, Emmanuel Vazquez, Paul Feliot, 2021 .

Numerical issues in maximum likelihood parameter estimation for Gaussian process interpolation

Julien Bect, Emmanuel Vazquez, Subhasish Basak, 2021 .

On the Quantification of Discretization Uncertainty: Comparison of Two Paradigms

Julien Bect, Emmanuel Vazquez, Souleymane Zio, 2021, 14th WCCM-ECCOMAS Congress.

Intrinsic Kriging and prior information

Eric Walter, Emmanuel Vazquez, Gilles Fleury, 2005 .

Fast kriging-based stepwise uncertainty reduction with application to the identification of an excursion set

Victor Picheny, David Ginsbourger, Julien Bect, 2019 .

Pointwise consistency of the kriging predictor with known mean and covariance functions

Julien Bect, Emmanuel Vazquez, E. Vázquez, 2009, 0912.1479.

Estimation of the volume of an excursion set of a Gaussian process using intrinsic Kriging

Emmanuel Vazquez, Miguel Piera Martinez, 2006 .

Estimation du volume des ensembles d'excursion d'un processus Gaussien par Krigeage intrinsèque

Emmanuel Vazquez, Miguel Piera-Martinez, 2007 .