On lower bounds for deterministic parameter estimation.
Philippe ForsterPascal LarzabalPublished in: ICASSP (2002)
Keyphrases
- parameter estimation
- lower bound
- upper bound
- maximum likelihood
- model selection
- least squares
- markov random field
- random fields
- statistical models
- parameter estimation algorithm
- em algorithm
- parameter values
- objective function
- maximum likelihood estimation
- approximate inference
- model fitting
- estimation problems
- optimal solution
- posterior distribution
- expectation maximization
- structure learning
- machine learning
- parameters estimation
- regret bounds
- computer vision
- higher order
- graph cuts