Identification of Bayesian posteriors for coefficients of chaos expansions.

Maarten Arnst Roger G. Ghanem Christian Soize

Published in: J. Comput. Phys. (2010)

Keyphrases

posterior probability
posterior distribution
bayesian inference
bayesian networks
linear combination
image processing
probabilistic model

probability distribution
bayesian learning
latent variables
parameter estimation
wavelet coefficients
basis functions

pixel wise
gaussian processes
prior distribution
automatic identification
bayesian estimation
machine learning

bayesian framework
maximum likelihood
data driven
multiscale
decision trees
learning algorithm