An empirical Bayes approach to stochastic blockmodels and graphons: shrinkage estimation and model selection.
Zhanhao PengQing ZhouPublished in: PeerJ Comput. Sci. (2022)
Keyphrases
- model selection
- parameter estimation
- information criterion
- error estimation
- cross validation
- selection criterion
- marginal likelihood
- hyperparameters
- bayesian learning
- statistical learning
- sample size
- regression model
- learning machines
- mixture model
- generalization error
- variable selection
- bayesian information criterion
- model selection criteria
- machine learning
- automatic model selection
- gaussian process
- motion segmentation
- support vector
- feature selection
- bayesian methods
- decision trees
- likelihood function
- generalization bounds
- denoising
- least squares
- probabilistic model
- bayesian model selection