A machine learning oracle for parameter estimation.
Lucas KoepkeMary GreggMichael FreyPublished in: Stat. Anal. Data Min. (2024)
Keyphrases
- parameter estimation
- machine learning
- model selection
- maximum likelihood
- least squares
- parameter estimation algorithm
- markov random field
- statistical models
- em algorithm
- expectation maximization
- random fields
- approximate inference
- maximum likelihood estimation
- parameter values
- posterior distribution
- model fitting
- information extraction
- structure learning
- computer vision
- oracle database
- feature selection
- gibbs sampling
- estimation problems
- image segmentation
- data mining
- knowledge representation
- reinforcement learning
- inductive logic programming
- graphical models
- image sequences
- bayesian model selection