Coupling random inputs for parameter estimation in complex models.
Michael A. SpencePaul G. BlackwellPublished in: Stat. Comput. (2016)
Keyphrases
- parameter estimation
- statistical models
- model selection
- random fields
- least squares
- maximum likelihood
- markov random field
- model fitting
- em algorithm
- estimation problems
- parameter estimates
- maximum likelihood estimation
- posterior distribution
- parameter values
- structure learning
- expectation maximization
- markov chain monte carlo
- approximate inference
- parameters estimation
- parameter estimation algorithm
- experimental data
- gibbs sampling
- parameter learning
- color images
- feature selection