A Statistical Decision-Theoretical Perspective on the Two-Stage Approach to Parameter Estimation.
Braghadeesh LakshminarayananCristian R. RojasPublished in: CoRR (2022)
Keyphrases
- parameter estimation
- statistical models
- maximum likelihood
- least squares
- markov random field
- em algorithm
- random fields
- model selection
- parameter estimation algorithm
- maximum likelihood estimation
- decision making
- expectation maximization
- decision makers
- parameter values
- approximate inference
- estimation problems
- posterior distribution
- model fitting
- structure learning
- parameter estimates
- parameters estimation
- higher order
- gibbs sampling
- computer vision
- machine learning