Parameter estimation with expected and residual-at-risk criteria.
Giuseppe Carlo CalafioreUfuk TopcuLaurent El GhaouiPublished in: Syst. Control. Lett. (2009)
Keyphrases
- parameter estimation
- maximum likelihood
- model selection
- statistical models
- least squares
- markov random field
- random fields
- parameter values
- em algorithm
- maximum likelihood estimation
- parameter estimation algorithm
- posterior distribution
- model fitting
- gibbs sampling
- expectation maximization
- approximate inference
- parameters estimation
- decision making
- estimation problems
- maximum likelihood estimates
- non stationary
- structure learning
- parameter estimates
- computer vision