Emmanuel Vazquez
Emmanuel Vazquez
Professor, CENTRALESUPELEC
Verified email at centralesupelec.fr
TitleCited byYear
An informational approach to the global optimization of expensive-to-evaluate functions
J Villemonteix, E Vazquez, E Walter
Journal of Global Optimization 44 (4), 509, 2009
2612009
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 (3), 773-793, 2012
1962012
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
159*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
862014
Multi-Output Suppport Vector Regression
E Vazquez, E Walter
IFAC Proceedings Volumes 36 (16), 1783-1788, 2003
542003
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 (2-3), 175-190, 2009
492009
Modélisation comportementale de systèmes non-linéaires multivariables par méthodes à noyaux et applications
E Vazquez
Université Paris Sud-Paris XI, 2005
492005
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
462010
A Bayesian approach to constrained single-and multi-objective optimization
P Feliot, J Bect, E Vazquez
Journal of Global Optimization 67 (1-2), 97-133, 2017
432017
Robust Gaussian process-based global optimization using a fully Bayesian expected improvement criterion
R Benassi, J Bect, E Vazquez
International Conference on Learning and Intelligent Optimization, 176-190, 2011
392011
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 (2-3), 373-389, 2009
382009
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
372008
A sequential Bayesian algorithm to estimate a probability of failure
E Vazquez, J Bect
IFAC Proceedings Volumes 42 (10), 546-550, 2009
342009
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
222012
Bayesian subset simulation
J Bect, L Li, E Vazquez
SIAM/ASA Journal on Uncertainty Quantification 5 (1), 762-786, 2017
212017
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
212009
Intrinsic kriging and prior information
E Vazquez, E Walter, G Fleury
Applied Stochastic Models in Business and Industry 21 (2), 215-226, 2005
172005
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, 221-228, 2010
152010
STK: A small (Matlab/Octave) toolbox for kriging
J Bect, E Vazquez
Release 2, 7, 2014
142014
Bayesian optimization using sequential Monte Carlo
R Benassi, J Bect, E Vazquez
International Conference on Learning and Intelligent Optimization, 339-342, 2012
142012
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