Online Active Model Selection for Pre-trained Classifiers.
Mohammad Reza KarimiNezihe Merve GürelBojan KarlasJohannes RauschCe ZhangAndreas KrausePublished in: AISTATS (2021)
Keyphrases
- model selection
- trained classifiers
- cross validation
- hyperparameters
- sample size
- model selection criteria
- information criterion
- mixture model
- generalization error
- feature selection
- training set
- selection criterion
- marginal likelihood
- parameter determination
- automatic model selection
- bayesian inference
- bayesian information criterion
- support vector
- data sets