Hassan Maatouk
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Gaussian process emulators for computer experiments with inequality constraints
H Maatouk, X Bay
Mathematical Geosciences 49 (5), 557-582, 2017
482017
Kriging of financial term-structures
A Cousin, H Maatouk, D Rullière
European Journal of Operational Research 255 (2), 631-648, 2016
352016
A new rejection sampling method for truncated multivariate Gaussian random variables restricted to convex sets
H Maatouk, X Bay
Monte Carlo and Quasi-Monte Carlo Methods 163, 521-530, 2016
192016
Generalization of the Kimeldorf-Wahba correspondence for constrained interpolation
X Bay, L Grammont, H Maatouk
Electronic journal of statistics 10 (1), 1580-1595, 2016
172016
Cross-validation estimations of hyper-parameters of Gaussian processes with inequality constraints
H Maatouk, O Roustant, Y Richet
Procedia Environmental Sciences 27, 38-44, 2015
142015
Finite-dimensional approximation of Gaussian processes with inequality constraints
H Maatouk
arXiv preprint arXiv:1706.02178, 2017
82017
Correspondance entre régression par processus gaussien et splines d'interpolation sous contraintes linéaires de type inégalité. Théorie et applications.
H Maatouk
Saint-Etienne, EMSE, 2015
62015
A new method for interpolating in a convex subset of a Hilbert space
X Bay, L Grammont, H Maatouk
Computational Optimization and Applications 68 (1), 95-120, 2017
42017
A new rejection sampling method for truncated multivariate Gaussian random variables
H Maatouk, X Bay
Eleventh International Conference on Monte Carlo and Quasi-Monte Carlo …, 2014
12014
Finite-dimensional approximation of Gaussian processes with inequality constraints and errors measurements
H Maatouk
2017
Gaussian processes for computer experiments
F Bachoc, E Contal, H Maatouk, D Rullière
ESAIM: Proceedings and Surveys 60, 163-179, 2017
2017
Estimation de la courbe d'actualisation par krigeage sous contraintes
A Cousin, H Maatouk, D Rullière
2016
Correspondence between Gaussian processes with inequality constraints and constrained splines
H Maatouk
GdR Mascot-Num annual conference, 32, 2015
2015
A NEW METHOD FOR SMOOTHING AND INTERPOLATING WITH INEQUALITY CONSTRAINTS
X Bay, L Grammont, H Maatouk
2015
Simulation of Gaussian processes with interpolation and inequality constraints-A correspondence with optimal smoothing splines
H Maatouk, X Bay, L Grammont
GRF-Sim workshop: Simulation of Gaussian and related Random Fields, 2014
2014
Gaussian processes for computer experiments with monotonicity information
H Maatouk
UCM 2014 Conference, 2014
2014
Constrained Gaussian processes: methodology, theory and applications
H Maatouk
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