Christophe Desceliers

Publication Activity (10 Years)

Years Active: 2010-2020
Publications (10 Years): 2

Top Topics

Receptive Fields

Posterior Distribution

Latent Variable Models

Computationally Tractable

Top Venues

Publications

Christian Soize, Roger G. Ghanem, Christophe Desceliers
Sampling of Bayesian posteriors with a non-Gaussian probabilistic learning on manifolds from a small dataset. Stat. Comput. 30 (5) (2020)
Florent Pled, Christophe Desceliers, Tianyu Zhang
A robust solution of a statistical inverse problem in multiscale computational mechanics using an artificial neural network. CoRR (2020)
Salah Naili, Vu-Hieu Nguyen, Mai-Ba Vu, Christophe Desceliers, Christian Soize
Ultrasound Wave Propagation in a Stochastic Cortical Bone Plate. KSE (2) (2013)
Christian Soize, Christophe Desceliers
Computational Aspects for Constructing Realizations of Polynomial Chaos in High Dimension. SIAM J. Sci. Comput. 32 (5) (2010)