Using a Semi-Evolutionary Algorithm to Optimize Deep Network Hyper-Parameters with an Application to Donor Detection.
Yu BaiMichael BainPublished in: SSCI (2020)
Keyphrases
- evolutionary algorithm
- hyperparameters
- model selection
- closed form
- cross validation
- random sampling
- bayesian inference
- differential evolution
- sample size
- support vector
- variational bayes
- bayesian framework
- maximum likelihood
- genetic programming
- simulated annealing
- higher order
- image processing
- fitness function
- low dimensional
- prior information
- noise level
- high resolution
- artificial neural networks
- bayesian learning