Deep Learning Model Selection of Suboptimal Complexity.
Oleg Yu. BakhteevVadim V. StrijovPublished in: Autom. Remote. Control. (2018)
Keyphrases
- model selection
- deep learning
- unsupervised learning
- machine learning
- cross validation
- unsupervised feature learning
- hyperparameters
- parameter estimation
- feature selection
- mixture model
- model selection criteria
- generalization error
- gaussian process
- automatic model selection
- information criterion
- marginal likelihood
- higher order
- prior knowledge
- object recognition