Tuning ANNs Hyperparameters and Neural Architecture Search Using HPC.
Kamil KhamitovNina PopovaYuri KonkovTony CastilloPublished in: RuSCDays (2020)
Keyphrases
- neural architecture
- hyperparameters
- feed forward
- artificial neural networks
- search algorithm
- search space
- neural network
- multilayer perceptron
- model selection
- activation function
- cross validation
- parameter settings
- support vector
- maximum likelihood
- random sampling
- multi layer perceptron
- bayesian inference
- neural nets
- closed form
- prior information
- maximum a posteriori
- basis functions
- back propagation
- em algorithm
- decision trees
- bayesian framework
- radial basis function
- genetic algorithm ga
- sample size
- clustering algorithm