Identification of Bayesian posteriors for coefficients of chaos expansions.
Maarten ArnstRoger G. GhanemChristian SoizePublished 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