Emmanuel Vazquez
Emmanuel Vazquez
Professor, Université Paris-Saclay, CNRS, CentraleSupélec, Laboratoire des signaux et systèmes
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An informational approach to the global optimization of expensive-to-evaluate functions
J Villemonteix, E Vazquez, E Walter
Journal of Global Optimization 44, 509-534, 2009
Sequential design of computer experiments for the estimation of a probability of failure
J Bect, D Ginsbourger, L Li, V Picheny, E Vazquez
Statistics and Computing 22, 773-793, 2012
Convergence properties of the expected improvement algorithm with fixed mean and covariance functions
E Vazquez, J Bect
Journal of Statistical Planning and Inference 140 (11), 3088-3095, 2010
Fast parallel kriging-based stepwise uncertainty reduction with application to the identification of an excursion set
C Chevalier, J Bect, D Ginsbourger, E Vazquez, V Picheny, Y Richet
Technometrics 56 (4), 455-465, 2014
A Bayesian approach to constrained single-and multi-objective optimization
P Feliot, J Bect, E Vazquez
Journal of Global Optimization 67 (1), 97-133, 2017
Multi-output suppport vector regression
E Vazquez, E Walter
IFAC Proceedings Volumes 36 (16), 1783-1788, 2003
Robust Gaussian process-based global optimization using a fully Bayesian expected improvement criterion
R Benassi, J Bect, E Vazquez
Learning and Intelligent Optimization: 5th International Conference, LION 5 …, 2011
Bayesian subset simulation
J Bect, L Li, E Vazquez
SIAM/ASA Journal on Uncertainty Quantification 5 (1), 762-786, 2017
Improved scatter search for the global optimization of computationally expensive dynamic models
JA Egea, E Vazquez, JR Banga, R Martí
Journal of Global Optimization 43, 175-190, 2009
Global optimization based on noisy evaluations: an empirical study of two statistical approaches
E Vazquez, J Villemonteix, M Sidorkiewicz, E Walter
Journal of Physics: Conference Series 135 (1), 012100, 2008
A sequential Bayesian algorithm to estimate a probability of failure
E Vazquez, J Bect
IFAC Proceedings Volumes 42 (10), 546-550, 2009
Modélisation comportementale de systèmes non-linéaires multivariables par méthodes à noyaux et applications
E Vazquez
Université Paris Sud-Paris XI, 2005
Statistical analysis of whole-body absorption depending on anatomical human characteristics at a frequency of 2.1 GHz
A El Habachi, E Conil, A Hadjem, E Vazquez, MF Wong, A Gati, G Fleury, ...
Physics in Medicine & Biology 55 (7), 1875, 2010
Global optimization of expensive-to-evaluate functions: an empirical comparison of two sampling criteria
J Villemonteix, E Vazquez, M Sidorkiewicz, E Walter
Journal of Global Optimization 43, 373-389, 2009
Bayesian Subset Simulation: a kriging-based subset simulation algorithm for the estimation of small probabilities of failure
L Li, J Bect, E Vazquez
arXiv preprint arXiv:1207.1963, 2012
Characterization of a 3D defect using the Expected Improvement algorithm
S Bilicz, E Vazquez, M Lambert, S Gyimothy, J Pavo
COMPEL-The international journal for computation and mathematics in …, 2009
STK: A small (matlab/octave) toolbox for kriging
J Bect, E Vazquez
Sequential search based on kriging: convergence analysis of some algorithms
E Vazquez, J Bect
arXiv preprint arXiv:1111.3866, 2011
Numerical issues in maximum likelihood parameter estimation for Gaussian process interpolation
S Basak, S Petit, J Bect, E Vazquez
International Conference on Machine Learning, Optimization, and Data Science …, 2021
Pointwise consistency of the kriging predictor with known mean and covariance functions
E Vazquez, J Bect
mODa 9–Advances in Model-Oriented Design and Analysis: Proceedings of the …, 2010
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