Validation and Uncertainty Assessment of Extreme-Scale HPC Simulation through Bayesian Inference.
Jeremiah J. WilkeKhachik SargsyanJoseph P. KennyBert J. DebusschereHabib N. NajmGilbert HendryPublished in: Euro-Par (2013)
Keyphrases
- bayesian inference
- probabilistic model
- bayesian model
- hyperparameters
- inference process
- prior information
- hidden variables
- hierarchical bayesian
- variational bayes
- high performance computing
- weighted model counting
- markov chain monte carlo
- expectation propagation
- gibbs sampler
- statistical inference
- particle filter
- probabilistic modeling
- variational inference
- model selection
- prior distribution
- scale space
- prior knowledge
- machine learning