Bayeslands: A Bayesian inference approach for parameter uncertainty quantification in Badlands.
Rohitash ChandraDanial AzamR. Dietmar MüllerTristan SallesSally CrippsPublished in: Comput. Geosci. (2019)
Keyphrases
- bayesian inference
- probabilistic model
- inference process
- prior information
- hyperparameters
- variational inference
- statistical inference
- hidden variables
- bayesian model
- probabilistic modeling
- variational bayes
- parameter values
- conditional probabilities
- hierarchical bayesian
- parameter space
- gibbs sampler
- particle filter
- expectation propagation
- data sets
- prior distribution
- graphical models