Optimized Model Selection for Estimating Treatment Effects from Costly Simulations of the US Opioid Epidemic.
Abdulrahman A. AhmedM. Amin RahimianMark S. RobertsPublished in: CoRR (2024)
Keyphrases
- model selection
- cross validation
- hyperparameters
- parameter estimation
- sample size
- bayesian learning
- regression model
- statistical learning
- model selection criteria
- variable selection
- machine learning
- mixture model
- motion segmentation
- feature selection
- error estimation
- selection criterion
- information criterion
- generalization error
- meta learning
- gaussian process
- likelihood function
- marginal likelihood
- statistical inference
- generalization bounds
- probabilistic model
- hypothesis tests
- training data
- automatic model selection