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Sebastien Da Veiga
Sebastien Da Veiga
Associate Professor, CREST - ENSAI
Verified email at ensai.fr - Homepage
Title
Cited by
Cited by
Year
Global sensitivity analysis with dependence measures
S Da Veiga
Journal of Statistical Computation and Simulation 85 (7), 1283-1305, 2015
1972015
Local polynomial estimation for sensitivity analysis on models with correlated inputs
S Da Veiga, F Wahl, F Gamboa
Technometrics 51 (4), 452-463, 2009
1672009
Global sensitivity analysis of stochastic computer models with joint metamodels
A Marrel, B Iooss, S Da Veiga, M Ribatet
Statistics and Computing 22, 833-847, 2012
1602012
Gaussian process modeling with inequality constraints
S Da Veiga, A Marrel
Annales de la Faculté des sciences de Toulouse: Mathématiques 21 (3), 529-555, 2012
1052012
Sensitivity: global sensitivity analysis of model outputs
B Iooss, A Janon, G Pujol, B Broto, K Boumhaout, S Da Veiga, T Delage, ...
R package version 1 (0), 2021
1012021
Interpretable random forests via rule extraction
C Bénard, G Biau, S Da Veiga, E Scornet
International Conference on Artificial Intelligence and Statistics, 937-945, 2021
742021
Basics and trends in sensitivity analysis: Theory and practice in R
S Da Veiga, F Gamboa, B Iooss, C Prieur
Society for Industrial and Applied Mathematics, 2021
732021
Mean decrease accuracy for random forests: inconsistency, and a practical solution via the Sobol-MDA
C Bénard, S Da Veiga, E Scornet
Biometrika 109 (4), 881-900, 2022
502022
Sensitivity: global sensitivity analysis of model outputs
G Pujol, B Iooss, A Janon, K Boumhaout, S Da Veiga, J Fruth, L Gilquin, ...
R package version 1 (0), 2017
502017
Sirus: Stable and interpretable rule set for classification
C Bénard, G Biau, S Da Veiga, E Scornet
472021
Appropriate formulation of the objective function for the history matching of seismic attributes
E Tillier, S Da Veiga, R Derfoul
Computers & Geosciences 51, 64-73, 2013
472013
Global sensitivity analysis for optimization with variable selection
A Spagnol, RL Riche, SD Veiga
SIAM/ASA Journal on uncertainty quantification 7 (2), 417-443, 2019
462019
Efficient estimation of sensitivity indices
S Da Veiga, F Gamboa
Journal of Nonparametric Statistics 25 (3), 573-595, 2013
432013
sensitivity: Global Sensitivity Analysis of Model Outputs, R package version 1.27. 0
B Iooss, S Da Veiga, A Janon, G Pujol
322020
Kernel-based ANOVA decomposition and Shapley effects--Application to global sensitivity analysis
S Da Veiga
arXiv preprint arXiv:2101.05487, 2021
312021
Cosimulation as a perturbation method for calibrating porosity and permeability fields to dynamic data
M Le Ravalec-Dupin, S Da Veiga
Computers & geosciences 37 (9), 1400-1412, 2011
312011
Gaussian process regression with linear inequality constraints
S Da Veiga, A Marrel
Reliability Engineering & System Safety 195, 106732, 2020
292020
Advanced integrated workflows for incorporating both production and 4D seismic-related data into reservoir models
M Le Ravalec, E Tillier, S Da Veiga, G Enchéry, V Gervais
Oil & Gas Science and Technology–Revue d’IFP Energies nouvelles 67 (2), 207-220, 2012
282012
SHAFF: Fast and consistent SHApley eFfect estimates via random Forests
C Bénard, G Biau, S Da Veiga, E Scornet
International Conference on Artificial Intelligence and Statistics, 5563-5582, 2022
262022
Method of developing a petroleum reservoir from history matching of production data and seismic data
R Derfoul, E Tillier, S Da Veiga
US Patent 8,862,450, 2014
212014
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