Annales de la Faculté des sciences de Toulouse : Mathématiques, Tome 21 (2012) no. 3

Sommaire

Introduction

Azaïs, J-M ; Gamboa, F. ; Iooss, B.

p. 435-437

Spectral approach for kernel-based interpolation

Gauthier, Bertrand ; Bay, Xavier

p. 439-479

Additive Covariance kernels for high-dimensional Gaussian Process modeling

Durrande, Nicolas ; Ginsbourger, David ; Roustant, Olivier

p. 481-499

Argumentwise invariant kernels for the approximation of invariant functions

Ginsbourger, David ; Bay, Xavier ; Roustant, Olivier ; Carraro, Laurent

p. 501-527

Gaussian process modeling with inequality constraints

Da Veiga, Sébastien ; Marrel, Amandine

p. 529-555

Accelerated Monte Carlo estimation of exceedance probabilities under monotonicity constraints

Bousquet, Nicolas

p. 557-591

Stochastic Inverse Problem with Noisy Simulator. Application to aeronautical model

Rachdi, Nabil ; Fort, Jean-Claude ; Klein, Thierry

p. 593-622