| 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 | 441 | 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 | 401 | 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 | 291 | 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 | 189 | 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 | 178 | 2017 |
| Multi-output suppport vector regression E Vazquez, E Walter IFAC Proceedings Volumes 36 (16), 1783-1788, 2003 | 90 | 2003 |
| Bayesian subset simulation J Bect, L Li, E Vazquez SIAM/ASA Journal on Uncertainty Quantification 5 (1), 762-786, 2017 | 85 | 2017 |
| 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 | 85 | 2011 |
| 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 | 73 | 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 | 65 | 2008 |
| A sequential Bayesian algorithm to estimate a probability of failure E Vazquez, J Bect IFAC Proceedings Volumes 42 (10), 546-550, 2009 | 59 | 2009 |
| Modélisation comportementale de systèmes non-linéaires multivariables par méthodes à noyaux et applications E Vazquez Université Paris Sud-Paris XI, 2005 | 59 | 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 | 50 | 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 | 44 | 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 | 40 | 2012 |
| STK: A small (matlab/octave) toolbox for kriging J Bect, E Vazquez | 30 | 2023 |
| Sequential search based on kriging: convergence analysis of some algorithms E Vazquez, J Bect arXiv preprint arXiv:1111.3866, 2011 | 29 | 2011 |
| 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 | 29 | 2009 |
| 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 | 25* | 2021 |
| User preferences in Bayesian multi-objective optimization: the expected weighted hypervolume improvement criterion P Feliot, J Bect, E Vazquez International Conference on Machine Learning, Optimization, and Data Science …, 2018 | 23 | 2018 |
Julien BectUniversité Paris-Saclay, CNRS, CentraleSupélec, Laboratoire des signaux et systèmesVerified email at centralesupelec.fr
