Wavelet estimation by Bayesian thresholding and model selection.
Eugenio CinquemaniGianluigi PillonettoPublished in: Autom. (2008)
Keyphrases
- automatic model selection
- model selection
- bayesian learning
- parameter estimation
- error estimation
- marginal likelihood
- cross validation
- denoising
- mixture model
- selection criterion
- statistical inference
- bayesian model selection
- bayesian approaches
- hyperparameters
- covariate shift
- bayesian methods
- posterior distribution
- wavelet transform
- statistical learning
- gaussian process
- regression model
- bayesian information criterion
- generalization error
- approximate inference
- variable selection
- density estimation
- gaussian processes
- sample size
- likelihood function
- edge detection
- multiscale
- image segmentation
- learning algorithm
- image processing
- parameter determination
- model selection criteria
- bayesian networks
- probabilistic model
- probability density function
- data mining