ExpertMatcher: Automating ML Model Selection for Users in Resource Constrained Countries.
Vivek SharmaPraneeth VepakommaTristan SwedishKen ChangJayashree Kalpathy-CramerRamesh RaskarPublished in: CoRR (2019)
Keyphrases
- model selection
- resource constrained
- cross validation
- hyperparameters
- resource constraints
- bayesian learning
- wireless sensor networks
- parameter estimation
- sample size
- machine learning
- variable selection
- sensor networks
- regression model
- maximum likelihood
- statistical inference
- mixture model
- selection criterion
- model selection criteria
- generalization error
- multipath
- feature selection
- automatic model selection
- information criterion
- real time
- gaussian process
- marginal likelihood
- feature extraction
- bayesian information criterion
- motion estimation
- parameter determination
- low cost
- subspace information criterion