Model Selection of Graph Signage Models Using Maximum Likelihood (Student Abstract).
Angelina BrilliantovaIvona BezákováPublished in: AAAI (2023)
Keyphrases
- model selection
- hyperparameters
- parameter estimation
- maximum likelihood
- cross validation
- likelihood function
- regression model
- statistical inference
- sample size
- bayesian learning
- model selection criteria
- mixture model
- machine learning
- gaussian process
- statistical learning
- information criterion
- error estimation
- feature selection
- bayesian approaches
- automatic model selection
- generalization error
- expectation maximization
- selection criterion
- gaussian processes
- posterior distribution
- statistical models
- probabilistic model
- bayesian methods
- approximate inference
- em algorithm
- bayesian model selection