Spatial modelling of virus transfer and exposure using Bayesian inference with Integrated Nested Laplace Approximation.
Andrzej NesciorAdrian DudekWaldemar BauerJerzy BaranowskiPublished in: MMAR (2023)
Keyphrases
- bayesian inference
- expectation propagation
- probabilistic model
- hyperparameters
- prior information
- variational approximation
- variational bayes
- bayesian model
- statistical inference
- spatial information
- gibbs sampler
- hierarchical bayesian
- spatial data
- variational inference
- hidden variables
- density estimation
- probabilistic modeling
- approximate inference
- weighted model counting
- gaussian process
- transfer learning
- belief propagation
- closed form
- regression model
- particle filter
- decision trees
- machine learning