Consistency of Empirical Bayes And Kernel Flow For Hierarchical Parameter Estimation.
Yifan ChenHouman OwhadiAndrew M. StuartPublished in: CoRR (2020)
Keyphrases
- parameter estimation
- empirical bayes
- maximum likelihood
- parameter estimation algorithm
- least squares
- markov random field
- model selection
- statistical models
- em algorithm
- estimation problems
- parameters estimation
- random fields
- expectation maximization
- posterior distribution
- approximate inference
- maximum likelihood estimation
- feature space
- model fitting
- support vector
- flow field
- parameter estimates
- ls svm
- data mining
- computer vision