Bayesian positive system identification: Truncated Gaussian prior and hyperparameter estimation.
Man ZhengYoshito OhtaPublished in: Syst. Control. Lett. (2021)
Keyphrases
- maximum likelihood
- gaussian processes
- maximum a posteriori
- hyperparameters
- image prior
- bayesian estimation
- bayesian methods
- parameter estimation
- posterior distribution
- prior knowledge
- model selection
- prior distribution
- prior probabilities
- input output
- bayesian inference
- gaussian process
- bayesian model
- bayesian networks
- markov random field prior
- fully bayesian
- estimation algorithm
- prior information
- positive and negative
- bayesian learning
- conjugate priors
- image restoration
- estimation accuracy
- expectation propagation
- rbf kernel
- continuous valued
- image segmentation
- maximum likelihood estimation
- artificial neural networks
- correlation function
- image reconstruction
- bayesian framework
- probability density