Bounds on the Bayes and minimax risk for signal parameter estimation.
Lawrence D. BrownRichard C. LiuPublished in: IEEE Trans. Inf. Theory (1993)
Keyphrases
- parameter estimation
- maximum likelihood
- worst case
- least squares
- em algorithm
- markov random field
- model selection
- expected error
- statistical models
- parameter estimation algorithm
- expectation maximization
- upper bound
- random fields
- maximum likelihood estimation
- parameter values
- approximate inference
- lower bound
- posterior distribution
- estimation problems
- model fitting
- non stationary
- support vector machine
- higher order
- structure learning
- parameter estimates
- parameters estimation
- color images
- hidden markov models
- support vector
- data mining