Parameter estimation using polynomial chaos and maximum likelihood.
Benito M. Chen-CharpentierDan StanescuPublished in: Int. J. Comput. Math. (2014)
Keyphrases
- parameter estimation
- maximum likelihood
- em algorithm
- maximum likelihood estimation
- statistical models
- expectation maximization
- parameter estimation algorithm
- random fields
- parameter values
- maximum a posteriori
- likelihood function
- posterior distribution
- estimation problems
- approximate inference
- model fitting
- hyperparameters
- parameters estimation
- image sequences
- parameter learning
- parameter estimates
- synthetic aperture radar
- structure learning
- covariance matrices
- generative model
- probabilistic model