Prepaid parameter estimation without likelihoods.
Merijn MestdaghStijn VerdonckKristof MeersTim LoossensFrancis TuerlinckxPublished in: PLoS Comput. Biol. (2019)
Keyphrases
- parameter estimation
- maximum likelihood
- likelihood function
- least squares
- model selection
- em algorithm
- maximum likelihood estimation
- markov random field
- statistical models
- parameter estimation algorithm
- approximate inference
- posterior distribution
- parameter values
- parameters estimation
- structure learning
- random fields
- expectation maximization
- posterior probability
- random variables
- model fitting
- covariance matrices
- parameter estimates
- estimation problems
- position estimation
- computer vision
- maximum a posteriori
- logic programs
- maximum likelihood estimates
- higher order
- video sequences