Bayesian ODE solvers: the maximum a posteriori estimate.
Filip TronarpSimo SärkkäPhilipp HennigPublished in: Stat. Comput. (2021)
Keyphrases
- maximum a posteriori
- posterior distribution
- maximum likelihood
- prior distribution
- markov random field
- map estimation
- image reconstruction
- minimum mean squared error
- bayesian framework
- em algorithm
- model parameters are estimated
- image prior
- prior model
- hyperparameters
- expectation maximization
- edge preserving
- energy function
- parameter estimation
- posterior probability
- generalized gaussian
- bayesian networks
- random fields
- graph cuts
- higher order
- pairwise
- probabilistic model
- image super resolution