Julien Bect
Title
Cited by
Cited by
Year
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
2392012
A l 1-Unified Variational Framework for Image Restoration
J Bect, L Blanc-Féraud, G Aubert, A Chambolle
European Conference on Computer Vision, 1-13, 2004
2052004
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
182*2010
Fast parallel kriging-based stepwise uncertainty reduction with application to the identification of an excursion set
C Chevalier, D Ginsbourger, J Bect, E Vazquez, V Picheny, Y Richet
Technometrics 56 (4), 455-465, 2014
1132014
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
662017
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
502011
A sequential Bayesian algorithm to estimate a probability of failure
E Vazquez, J Bect
IFAC Proceedings Volumes 42 (10), 546-550, 2009
392009
Bayesian subset simulation
J Bect, L Li, E Vazquez
SIAM/ASA Journal on Uncertainty Quantification 5 (1), 762-786, 2017
382017
A supermartingale approach to Gaussian process based sequential design of experiments
J Bect, F Bachoc, D Ginsbourger
Bernoulli 25 (4A), 2883-2919, 2019
362019
Estimating and Quantifying Uncertainties on Level Sets Using the Vorob’ev Expectation and Deviation with Gaussian Process Models
C Chevalier, D Ginsbourger, J Bect, I Molchanov
mODa 10–Advances in Model-Oriented Design and Analysis, 35-43, 2013
342013
A unifying formulation of the Fokker-Planck-Kolmogorov equation for general stochastic hybrid systems
J Bect
Nonlinear Analysis: Hybrid Systems 4 (2), 357-370, 2010
312010
METHOD AND SYSTEM FOR PREDICTING THE IMPACT BETWEEN A VEHICLE AND A PEDESTRIAN
J Bect, C Wakim
EP Patent 1,920,421, 2008
302008
Quantifying uncertainties on excursion sets under a Gaussian random field prior
D Azzimonti, J Bect, C Chevalier, D Ginsbourger
SIAM/ASA Journal on Uncertainty Quantification 4 (1), 850-874, 2016
292016
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
252012
STK: a Small (Matlab/Octave) Toolbox for Kriging
J Bect, E Vazquez
Release 2 (0), 2016
162016
Processus de Markov diffusifs par morceaux: outils analytiques et numériques
J Bect
Université Paris Sud - Paris XI, 2007
162007
Adaptive design of experiments for conservative estimation of excursion sets
D Azzimonti, D Ginsbourger, C Chevalier, J Bect, Y Richet
Technometrics, 1-14, 2020
152020
Sequential search based on kriging: convergence analysis of some algorithms
E Vazquez, J Bect
arXiv preprint arXiv:1111.3866, 2011
152011
Évaluation d'un risque d'inondation fluviale par planification séquentielle d'expériences
A Arnaud, J Bect, M Couplet, A Pasanisi, E Vazquez
42èmes Journées de Statistique, 2010
152010
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
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