Developing a Volunteer Computing Project to Evolve Convolutional Neural Networks and Their Hyperparameters.
Travis DesellPublished in: eScience (2017)
Keyphrases
- hyperparameters
- convolutional neural networks
- model selection
- cross validation
- bayesian inference
- bayesian framework
- support vector
- closed form
- maximum likelihood
- prior information
- random sampling
- sample size
- incremental learning
- gaussian process
- maximum a posteriori
- em algorithm
- noise level
- gaussian processes
- convolutional network
- prior knowledge
- active learning
- grid search
- feature extraction
- data sets