A general class of lower bounds in parameter estimation.
Ehud WeinsteinAnthony J. WeissPublished in: IEEE Trans. Inf. Theory (1988)
Keyphrases
- parameter estimation
- lower bound
- maximum likelihood
- least squares
- parameter values
- markov random field
- model selection
- em algorithm
- random fields
- statistical models
- approximate inference
- objective function
- expectation maximization
- upper bound
- special case
- model fitting
- position estimation
- parameters estimation
- parameter estimation algorithm
- posterior distribution
- machine learning
- bayesian model selection
- parameter estimates