Hybrid Stochastic GA-Bayesian Search for Deep Convolutional Neural Network Model Selection.
Waseem RawatZenghui WangPublished in: J. Univers. Comput. Sci. (2019)
Keyphrases
- model selection
- bayesian learning
- cross validation
- convolutional neural network
- bayesian model selection
- statistical inference
- marginal likelihood
- parameter estimation
- hyperparameters
- sample size
- regression model
- bayesian methods
- machine learning
- bayesian approaches
- model selection criteria
- statistical learning
- genetic algorithm
- information criterion
- gaussian process
- genetic algorithm ga
- search space
- posterior distribution
- neural network
- mixture model
- error estimation
- generalization error
- selection criterion
- feature selection
- random search
- variable selection
- leave one out cross validation
- generalization bounds
- computer vision
- data mining