Flexible model selection for mechanistic network models.
Sixing ChenAntonietta MiraJukka-Pekka OnnelaPublished in: J. Complex Networks (2020)
Keyphrases
- model selection
- cross validation
- parameter estimation
- feature selection
- sample size
- hyperparameters
- selection criterion
- statistical inference
- mixture model
- regression model
- variable selection
- bayesian learning
- statistical learning
- machine learning
- motion segmentation
- statistical models
- information criterion
- model selection criteria
- generalization error
- gaussian process
- bayesian methods
- error estimation
- leave one out cross validation
- meta learning
- image registration
- data mining
- marginal likelihood