Hyper-parameter optimization for convolutional neural network committees based on evolutionary algorithms.
Erik BochinskiTobias SenstThomas SikoraPublished in: ICIP (2017)
Keyphrases
- evolutionary algorithm
- convolutional neural network
- optimization problems
- hyperparameters
- evolution strategy
- multi objective
- multi objective optimization
- differential evolution
- optimization algorithm
- model selection
- cross validation
- differential evolution algorithm
- face detection
- genetic programming
- genetic algorithm
- random sampling
- prior information
- grid search
- simulated annealing
- data sets
- bayesian inference
- sample size
- neural network
- artificial neural networks
- multi class
- optimal solution
- em algorithm