An Empirical Study of Neural Network Hyperparameters.
Aditya MakweAbhishek Singh RathorePublished in: FICTA (1) (2020)
Keyphrases
- hyperparameters
- neural network
- model selection
- cross validation
- closed form
- random sampling
- bayesian inference
- bayesian framework
- support vector
- gaussian process
- sample size
- maximum likelihood
- maximum a posteriori
- noise level
- prior information
- em algorithm
- incomplete data
- gaussian processes
- incremental learning
- back propagation
- artificial neural networks
- parameter space
- image reconstruction
- bp neural network
- grid search
- neural network model
- genetic algorithm
- parameter settings
- natural images
- markov random field
- training set
- computer vision