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Introduction
J-M Azaïs ; F. Gamboa ; B. Iooss
p. 435-437
Spectral approach for kernel-based interpolation
Bertrand Gauthier ; Xavier Bay
p. 439-479
Additive Covariance kernels for high-dimensional Gaussian Process modeling
Nicolas Durrande ; David Ginsbourger ; Olivier Roustant
p. 481-499
Argumentwise invariant kernels for the approximation of invariant functions
David Ginsbourger ; Xavier Bay ; Olivier Roustant ; Laurent Carraro
p. 501-527
Gaussian process modeling with inequality constraints
Sébastien Da Veiga ; Amandine Marrel
p. 529-555
Accelerated Monte Carlo estimation of exceedance probabilities under monotonicity constraints
Nicolas Bousquet
p. 557-591
Stochastic Inverse Problem with Noisy Simulator. Application to aeronautical model
Nabil Rachdi ; Jean-Claude Fort ; Thierry Klein
p. 593-622