Emmanuel Vazquez

Laboratory

Signals and Systems Laboratory

Website

Publications (128)

Conference poster 23/03/2016

Design and analysis of multi-level numerical experiments, with application to fire safety

Remi Stroh , Severine Demeyer , Nicolas Fischer , Julien Bect , Emmanuel Vazquez

Communication at a conference 28/01/2016

Planning and analysis of numerical experiments, applied to safety in fire engineering

Remi Stroh , Severine Demeyer , Nicolas Fischer , Marquis Damien , Julien Bect , Emmanuel Vazquez

HDR 15/07/2015

Sequential search strategies based on kriging

Emmanuel Vazquez

Communication at a conference 01/06/2015

Preferential sampling and meta-models: optimal and defensive Bayesian methods

Roman Sweat , Alexis Gérossier , Loïc Mongellaz , Sebastien Petit , Julien Bect , Emmanuel Vazquez

Communication at a conference 01/06/2015

The Informational Approach to Global Optimization in the presence of very noisy evaluation results. Application to the optimization of renewable energy integration strategies

Héloïse Dutrieux , Ivana Aleksovska , Delille Gauthier , Bruno François , Julien Bect , Emmanuel Vazquez

Conference poster 08/04/2015

A Bayesian approach to constrained multi-objective optimization

Paul Feliot , Julien Bect , Emmanuel Vazquez

Communication at a conference 22/02/2015

A Bayesian approach to constrained multi-objective optimization of expensive-to-evaluate functions

Paul Feliot , Julien Bect , Emmanuel Vazquez

Communication at a conference 01/01/2015

A Bayesian Approach to Constrained Multi-objective Optimization

Paul Feliot , Julien Bect , Emmanuel Vazquez

Communication at a conference 28/10/2014

A Bayesian subset simulation approach to constrained global optimization of expensive-to-evaluate black-box functions

Paul Feliot , Julien Bect , Emmanuel Vazquez

Conference poster 28/07/2014

Uncertainty quantification and reduction for the monotonicity properties of expensive-to-evaluate computer models

Nicolas Bousquet , Bertrand Iooss , Shijie Liu , Alice Mabille , Anne-Laure Popelin , Thibault Rivière , Remi Stroh , Roman Sweat , Julien Bect , Emmanuel Vazquez

Communication at a conference 01/06/2014

Quantification and uncertainty reduction regarding the monotonicity properties of an expensive-to-evaluate computational code

Nicolas Bousquet , Bertrand Iooss , Shijie Liu , Alice Mabille , Anne-Laure Popelin , Thibault Rivière , Remi Stroh , Roman Sweat , Julien Bect , Emmanuel Vazquez

Article in a journal 01/01/2014

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

Clement Chevalier , David Ginsbourger , Victor Picheny , Yann Richet , Julien Bect , Emmanuel Vazquez

Communication at a conference 01/07/2013

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

Benoit Jan , Julien Bect , Emmanuel Vazquez

Communication at a conference 21/05/2013

Bayes-optimal importance sampling for computer experiments

Julien Bect , Emmanuel Vazquez

Communication at a conference 01/05/2013

Bayesian approach to the estimation of Sobol indices

Benoit Jan , Pierre Lefranc , Julien Bect , Emmanuel Vazquez

Communication at a conference 01/10/2012

A nonparametric model for sensors used in a dynamic context

Nicolas Fischer , Eric Georgin , Amine Ismail , Emmanuel Vazquez , Laurent Le Brusquet

Communication at a conference 21/03/2012

Bayesian optimization by SMC methods

Romain Benassi , Julien Bect , Emmanuel Vazquez

Communication at a conference 01/01/2012

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

Ling Li , Julien Bect , Emmanuel Vazquez

Article in a journal 01/01/2012

Sequential design of computer experiments for the estimation of a probability of failure

David Ginsbourger , Ling Li , Victor Picheny , Julien Bect , Emmanuel Vazquez

Communication at a conference 01/01/2012

Bayesian optimization by SMC methods

Romain Benassi , Julien Bect , Emmanuel Vazquez

Communication at a conference 01/01/2012

Bayesian optimization using sequential Monte Carlo

Romain Benassi , Julien Bect , Emmanuel Vazquez

Communication at a conference 01/01/2011

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

Ling Li , Julien Bect , Emmanuel Vazquez

Communication at a conference 01/01/2011

Sequential search based on Kriging: convergence analysis of some algorithms

Emmanuel Vazquez , Julien Bect

Communication at a conference 01/01/2011

Robust Gaussian process-based global optimization using a fully Bayesian expected improvement criterion

Romain Benassi , Julien Bect , Emmanuel Vazquez

Article in a journal 18/11/2010

Combination of maximin and kriging prediction methods for eddy-current testing database generation

Sandor Bilicz , Szabolcs Gyimothy , Marc Lambert , Emmanuel Vazquez

Article in a journal 01/11/2010

Convergence properties of the expected improvement algorithm with fixed mean and covariance functions

Emmanuel Vazquez , Julien Bect

Article in a journal 19/07/2010

Kriging for Eddy-Current Testing Problems

Sandor Bilicz , Szabolcs Gyimothy , Jozsef Pavo , Emmanuel Vazquez , Marc Lambert

Communication at a conference 01/07/2010

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

Ling Li , Julien Bect , Emmanuel Vazquez

Communication at a conference 01/06/2010

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

Emmanuel Vazquez , Julien Bect

Chapter of the book 01/05/2010

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

Sandor Bilicz , Szabolcs Gyimothy , Marc Lambert , Emmanuel Vazquez