Optimal prediction of decisions and model selection in social dilemmas using block models.
Sergio Cobo-LópezAntonia Godoy-LoriteJordi DuchMarta Sales-PardoRoger GuimeràPublished in: EPJ Data Sci. (2018)
Keyphrases
- model selection
- cross validation
- parameter estimation
- bayesian learning
- mixture model
- regression model
- hyperparameters
- statistical inference
- information criterion
- model selection criteria
- feature selection
- motion segmentation
- selection criterion
- bayesian methods
- machine learning
- automatic model selection
- meta learning
- generalization error
- statistical learning
- gaussian process
- sample size
- worst case
- generalization bounds
- bayesian information criterion
- variable selection
- hypothesis tests