Analysis of Nonlinear Differential Equations: Parameter Estimation and Model Selection.
Werner HorbeltThorsten MüllerJens TimmerWerner MelzerKarl WinklerPublished in: ISMDA (2000)
Keyphrases
- model selection
- parameter estimation
- cross validation
- hyperparameters
- statistical models
- sample size
- gaussian process
- maximum likelihood
- machine learning
- parameter estimation algorithm
- markov random field
- parameter values
- regression model
- feature selection
- random fields
- mixture model
- least squares
- em algorithm
- differential equations
- posterior distribution
- approximate inference
- likelihood function
- selection criterion
- bayesian model selection
- probability distribution
- statistical learning
- image analysis
- parameter estimates
- model selection criteria
- image processing