Emmanuel Vázquez

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 8

Top Topics

Gaussian Process

Multi Objective Genetic Algorithms

Top Venues

SIAM/ASA J. Uncertain. Quantification

Publications

Sébastien Petit, Julien Bect, Paul Feliot, Emmanuel Vázquez
Parameter Selection in Gaussian Process Interpolation: An Empirical Study of Selection Criteria. SIAM/ASA J. Uncertain. Quantification 11 (4) (2023)
Subhasish Basak, Julien Bect, Emmanuel Vázquez
Integration of bounded monotone functions: Revisiting the nonsequential case, with a focus on unbiased Monte Carlo (randomized) methods. CoRR (2022)
Rémi Stroh, Julien Bect, Séverine Demeyer, Nicolas Fischer, Damien Marquis, Emmanuel Vázquez
Sequential Design of Multi-Fidelity Computer Experiments: Maximizing the Rate of Stepwise Uncertainty Reduction. Technometrics 64 (2) (2022)
Subhasish Basak, Sébastien Petit, Julien Bect, Emmanuel Vázquez
Numerical issues in maximum likelihood parameter estimation for Gaussian process regression. CoRR (2021)
Subhasish Basak, Sébastien Petit, Julien Bect, Emmanuel Vázquez
Numerical Issues in Maximum Likelihood Parameter Estimation for Gaussian Process Interpolation. LOD (2021)
Paul Feliot, Julien Bect, Emmanuel Vázquez
User Preferences in Bayesian Multi-objective Optimization: The Expected Weighted Hypervolume Improvement Criterion. LOD (2018)
Paul Feliot, Julien Bect, Emmanuel Vázquez
A Bayesian approach to constrained single- and multi-objective optimization. J. Glob. Optim. 67 (1-2) (2017)
Julien Bect, Ling Li, Emmanuel Vázquez
Bayesian Subset Simulation. SIAM/ASA J. Uncertain. Quantification 5 (1) (2017)
Paul Feliot, Julien Bect, Emmanuel Vázquez
A Bayesian Approach to Constrained Multi-objective Optimization. LION (2015)
Emmanuel Vázquez, Julien Bect
A new integral loss function for Bayesian optimization. CoRR (2014)
Clément Chevalier, Julien Bect, David Ginsbourger, Emmanuel Vázquez, Victor Picheny, Yann Richet
Fast Parallel Kriging-Based Stepwise Uncertainty Reduction With Application to the Identification of an Excursion Set. Technometrics 56 (4) (2014)
Julien Bect, David Ginsbourger, Ling Li, Victor Picheny, Emmanuel Vázquez
Sequential design of computer experiments for the estimation of a probability of failure. Stat. Comput. 22 (3) (2012)
Romain Benassi, Julien Bect, Emmanuel Vázquez
Bayesian Optimization Using Sequential Monte Carlo. LION (2012)
Romain Benassi, Julien Bect, Emmanuel Vázquez
Bayesian optimization using sequential Monte Carlo CoRR (2011)
Emmanuel Vázquez, Julien Bect
Sequential search based on kriging: convergence analysis of some algorithms CoRR (2011)
Romain Benassi, Julien Bect, Emmanuel Vázquez
Robust Gaussian Process-Based Global Optimization Using a Fully Bayesian Expected Improvement Criterion. LION (2011)
Julien Villemonteix, Emmanuel Vázquez, Eric Walter
An informational approach to the global optimization of expensive-to-evaluate functions. J. Glob. Optim. 44 (4) (2009)
Jose A. Egea, Emmanuel Vázquez, Julio R. Banga, Rafael Martí
Improved scatter search for the global optimization of computationally expensive dynamic models. J. Glob. Optim. 43 (2-3) (2009)
Julien Villemonteix, Emmanuel Vázquez, Maryan Sidorkiewicz, Eric Walter
Global optimization of expensive-to-evaluate functions: an empirical comparison of two sampling criteria. J. Glob. Optim. 43 (2-3) (2009)
Julien Villemonteix, Emmanuel Vázquez, Eric Walter
Identification of expensive-to-simulate parametric models using Kriging and stepwise uncertainty reduction. CDC (2007)
Julien Villemonteix, Emmanuel Vázquez, Eric Walter
An informational approach to the global optimization of expensive-to-evaluate functions CoRR (2006)
Emmanuel Vázquez, Gilles Fleury, Eric Walter
Kriging for indirect measurement with application to flow measurement. IEEE Trans. Instrum. Meas. 55 (1) (2006)
Emmanuel Vázquez, Eric Walter
Estimating derivatives and integrals with Kriging. CDC/ECC (2005)