Emmanuel Vázquez

26 papers Journal 18Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Bayesian Sequential Design of Computer Experiments for Quantile Set Inversion.
Technometrics
Romain Ait Abdelmalek-Lomenech, Julien Bect, Vincent Chabridon, Emmanuel Vázquez
2025 J jnl
Relaxed Gaussian Process Interpolation: a Goal-Oriented Approach to Bayesian Optimization.
J. Mach. Learn. Res.
Sébastien Petit, Julien Bect, Emmanuel Vázquez
2023 J jnl
Parameter Selection in Gaussian Process Interpolation: An Empirical Study of Selection Criteria.
SIAM/ASA J. Uncertain. Quantification
Sébastien Petit, Julien Bect, Paul Feliot, Emmanuel Vázquez
2022 J jnl
Integration of bounded monotone functions: Revisiting the nonsequential case, with a focus on unbiased Monte Carlo (randomized) methods.
CoRR
Subhasish Basak, Julien Bect, Emmanuel Vázquez
2022 J jnl
Sequential Design of Multi-Fidelity Computer Experiments: Maximizing the Rate of Stepwise Uncertainty Reduction.
Technometrics
Rémi Stroh, Julien Bect, Séverine Demeyer, Nicolas Fischer, Damien Marquis, Emmanuel Vázquez
2021 — conf
Numerical Issues in Maximum Likelihood Parameter Estimation for Gaussian Process Interpolation.
LOD
Subhasish Basak, Sébastien Petit, Julien Bect, Emmanuel Vázquez
2021 J jnl
Numerical issues in maximum likelihood parameter estimation for Gaussian process regression.
CoRR
Subhasish Basak, Sébastien Petit, Julien Bect, Emmanuel Vázquez
2018 — conf
User Preferences in Bayesian Multi-objective Optimization: The Expected Weighted Hypervolume Improvement Criterion.
LOD
Paul Feliot, Julien Bect, Emmanuel Vázquez
2017 J jnl
A Bayesian approach to constrained single- and multi-objective optimization.
J. Glob. Optim.
Paul Feliot, Julien Bect, Emmanuel Vázquez
2017 J jnl
Bayesian Subset Simulation.
SIAM/ASA J. Uncertain. Quantification
Julien Bect, Ling Li, Emmanuel Vázquez
2015 — conf
A Bayesian Approach to Constrained Multi-objective Optimization.
LION
Paul Feliot, Julien Bect, Emmanuel Vázquez
2014 J jnl
A new integral loss function for Bayesian optimization.
CoRR
Emmanuel Vázquez, Julien Bect
2014 — ch.
Designing an Optimal Search Algorithm with Respect to Prior Information.
Theory and Principled Methods for the Design of Metaheuristics
Olivier Teytaud, Emmanuel Vázquez
2014 J jnl
Fast Parallel Kriging-Based Stepwise Uncertainty Reduction With Application to the Identification of an Excursion Set.
Technometrics
Clément Chevalier, Julien Bect, David Ginsbourger, Emmanuel Vázquez, Victor Picheny, Yann Richet
2012 — conf
Bayesian Optimization Using Sequential Monte Carlo.
LION
Romain Benassi, Julien Bect, Emmanuel Vázquez
2012 J jnl
Sequential design of computer experiments for the estimation of a probability of failure.
Stat. Comput.
Julien Bect, David Ginsbourger, Ling Li, Victor Picheny, Emmanuel Vázquez
2011 J jnl
Bayesian optimization using sequential Monte Carlo
CoRR
Romain Benassi, Julien Bect, Emmanuel Vázquez
2011 — conf
Robust Gaussian Process-Based Global Optimization Using a Fully Bayesian Expected Improvement Criterion.
LION
Romain Benassi, Julien Bect, Emmanuel Vázquez
2011 J jnl
Sequential search based on kriging: convergence analysis of some algorithms
CoRR
Emmanuel Vázquez, Julien Bect
2009 J jnl
An informational approach to the global optimization of expensive-to-evaluate functions.
J. Glob. Optim.
Julien Villemonteix, Emmanuel Vázquez, Eric Walter
2009 J jnl
Global optimization of expensive-to-evaluate functions: an empirical comparison of two sampling criteria.
J. Glob. Optim.
Julien Villemonteix, Emmanuel Vázquez, Maryan Sidorkiewicz, Eric Walter
2009 J jnl
Improved scatter search for the global optimization of computationally expensive dynamic models.
J. Glob. Optim.
Jose A. Egea, Emmanuel Vázquez, Julio R. Banga, Rafael Martí
2007 — conf
Identification of expensive-to-simulate parametric models using Kriging and stepwise uncertainty reduction.
CDC
Julien Villemonteix, Emmanuel Vázquez, Eric Walter
2006 J jnl
An informational approach to the global optimization of expensive-to-evaluate functions
CoRR
Julien Villemonteix, Emmanuel Vázquez, Eric Walter
2006 J jnl
Kriging for indirect measurement with application to flow measurement.
IEEE Trans. Instrum. Meas.
Emmanuel Vázquez, Gilles Fleury, Eric Walter
2005 — conf
Estimating derivatives and integrals with Kriging.
CDC/ECC
Emmanuel Vázquez, Eric Walter