A global-local optimization approach to parameter estimation of RBF-type models.
Min GanHui PengLiyuan ChenPublished in: Inf. Sci. (2012)
Keyphrases
- parameter estimation
- statistical models
- model selection
- random fields
- maximum likelihood
- least squares
- model fitting
- parameter values
- maximum likelihood estimation
- em algorithm
- parameter estimation algorithm
- posterior distribution
- markov random field
- estimation problems
- approximate inference
- structure learning
- expectation maximization
- basis functions
- markov chain monte carlo
- parameter estimates
- radial basis function
- probabilistic model
- constrained optimization