Neural networks for parameter estimation in intractable models.
Amanda LenziJulie BessacJohann RudiMichael L. SteinPublished in: Comput. Stat. Data Anal. (2023)
Keyphrases
- parameter estimation
- statistical models
- model selection
- maximum likelihood
- neural network
- random fields
- approximate inference
- em algorithm
- markov random field
- model fitting
- least squares
- parameter estimation algorithm
- estimation problems
- parameter values
- expectation maximization
- structure learning
- parameters estimation
- maximum a posteriori
- probabilistic model
- posterior distribution
- data mining
- graphical models
- higher order
- shape model
- prior knowledge
- maximum likelihood estimation
- image segmentation
- parameter estimates