Online simulator-based experimental design for cognitive model selection.
Alexander AushevAini PutkonenGregoire ClarteSuyog ChandramouliLuigi AcerbiSamuel KaskiAndrew HowesPublished in: CoRR (2023)
Keyphrases
- model selection
- experimental design
- sample size
- cross validation
- feature selection
- regression model
- active learning
- generalization error
- empirical studies
- machine learning
- online learning
- marginal likelihood
- selection criterion
- model selection criteria
- bayesian information criterion
- learning process
- information criterion