Bayesian ODE Solvers: The Maximum A Posteriori Estimate.
Filip TronarpSimo SärkkäPhilipp HennigPublished in: CoRR (2020)
Keyphrases
- maximum a posteriori
- posterior distribution
- maximum likelihood
- prior distribution
- map estimation
- markov random field
- image reconstruction
- minimum mean squared error
- bayesian framework
- model parameters are estimated
- prior model
- em algorithm
- image prior
- edge preserving
- hyperparameters
- bayesian networks
- energy function
- expectation maximization
- prior information
- generalized gaussian
- parameter estimation
- posterior probability
- noisy images
- gauss markov random fields
- image restoration
- probability distribution