Sampling-free linear Bayesian update of polynomial chaos representations.
Bojana V. RosicAlexander LitvinenkoOliver PajonkHermann G. MatthiesPublished in: J. Comput. Phys. (2012)
Keyphrases
- random sampling
- low order
- sequential monte carlo
- sampling methods
- low degree
- sample size
- monte carlo
- neural network
- chaos theory
- maximum likelihood
- sampling strategy
- sampled data
- linear space
- posterior distribution
- bayesian decision
- bayesian learning
- bayesian methods
- closed form
- model selection
- higher order
- feature space
- decision trees
- machine learning