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Journal Articles
- 2023
[j10]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): 1308-1328 (2023)- 2022
- [j9]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): 199-209 (2022) - 2017
- [j8]Paul Feliot, Julien Bect, Emmanuel Vázquez:
A Bayesian approach to constrained single- and multi-objective optimization. J. Glob. Optim. 67(1-2): 97-133 (2017) - [j7]Julien Bect, Ling Li, Emmanuel Vázquez:
Bayesian Subset Simulation. SIAM/ASA J. Uncertain. Quantification 5(1): 762-786 (2017) - 2014
- [j6]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): 455-465 (2014) - 2012
- [j5]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): 773-793 (2012) - 2009
- [j4]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): 175-190 (2009) - [j3]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): 373-389 (2009) - [j2]Julien Villemonteix, Emmanuel Vázquez, Eric Walter:
An informational approach to the global optimization of expensive-to-evaluate functions. J. Glob. Optim. 44(4): 509-534 (2009) - 2006
- [j1]Emmanuel Vázquez, Gilles Fleury, Eric Walter:
Kriging for indirect measurement with application to flow measurement. IEEE Trans. Instrum. Meas. 55(1): 343-349 (2006)
Conference and Workshop Papers
- 2021
- [c7]Subhasish Basak, Sébastien Petit, Julien Bect, Emmanuel Vázquez:
Numerical Issues in Maximum Likelihood Parameter Estimation for Gaussian Process Interpolation. LOD 2021: 116-131 - 2018
- [c6]Paul Feliot, Julien Bect, Emmanuel Vázquez:
User Preferences in Bayesian Multi-objective Optimization: The Expected Weighted Hypervolume Improvement Criterion. LOD 2018: 533-544 - 2015
- [c5]Paul Feliot, Julien Bect, Emmanuel Vázquez:
A Bayesian Approach to Constrained Multi-objective Optimization. LION 2015: 256-261 - 2012
- [c4]Romain Benassi, Julien Bect, Emmanuel Vázquez:
Bayesian Optimization Using Sequential Monte Carlo. LION 2012: 339-342 - 2011
- [c3]Romain Benassi, Julien Bect, Emmanuel Vázquez:
Robust Gaussian Process-Based Global Optimization Using a Fully Bayesian Expected Improvement Criterion. LION 2011: 176-190 - 2007
- [c2]Julien Villemonteix, Emmanuel Vázquez, Eric Walter:
Identification of expensive-to-simulate parametric models using Kriging and stepwise uncertainty reduction. CDC 2007: 5505-5510 - 2005
- [c1]Emmanuel Vázquez, Eric Walter:
Estimating derivatives and integrals with Kriging. CDC/ECC 2005: 8156-8161
Parts in Books or Collections
- 2014
- [p1]Olivier Teytaud, Emmanuel Vázquez:
Designing an Optimal Search Algorithm with Respect to Prior Information. Theory and Principled Methods for the Design of Metaheuristics 2014: 111-128
Informal and Other Publications
- 2022
- [i6]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 abs/2203.00423 (2022) - 2021
- [i5]Subhasish Basak, Sébastien Petit, Julien Bect, Emmanuel Vázquez:
Numerical issues in maximum likelihood parameter estimation for Gaussian process regression. CoRR abs/2101.09747 (2021) - 2014
- [i4]Emmanuel Vázquez, Julien Bect:
A new integral loss function for Bayesian optimization. CoRR abs/1408.4622 (2014) - 2011
- [i3]Emmanuel Vázquez, Julien Bect:
Sequential search based on kriging: convergence analysis of some algorithms. CoRR abs/1111.3866 (2011) - [i2]Romain Benassi, Julien Bect, Emmanuel Vázquez:
Bayesian optimization using sequential Monte Carlo. CoRR abs/1111.4802 (2011) - 2006
- [i1]Julien Villemonteix, Emmanuel Vázquez, Eric Walter:
An informational approach to the global optimization of expensive-to-evaluate functions. CoRR abs/cs/0611143 (2006)
Coauthor Index
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