ExpertMatcher: Automating ML Model Selection for Clients using Hidden Representations.
Vivek SharmaPraneeth VepakommaTristan SwedishKen ChangJayashree Kalpathy-CramerRamesh RaskarPublished in: CoRR (2019)
Keyphrases
- model selection
- cross validation
- hyperparameters
- maximum likelihood
- parameter estimation
- bayesian learning
- error estimation
- regression model
- sample size
- gaussian process
- machine learning
- motion segmentation
- model selection criteria
- selection criterion
- statistical learning
- parameter determination
- feature selection
- meta learning
- leave one out cross validation
- information criterion
- statistical inference
- bayesian model selection
- generalization error
- bayesian information criterion
- mixture model
- marginal likelihood
- data sets
- bayesian methods
- generalization bounds
- gaussian mixture model
- least squares
- probabilistic model