Differential Evolution Algorithm Based Hyper-Parameters Selection of Convolutional Neural Network for Speech Command Recognition.
Sandipan DharAnuvab SenAritra BandyopadhyayNanda Dulal JanaArjun GhoshZahra SaraylooPublished in: IJCCI (2023)
Keyphrases
- convolutional neural network
- differential evolution algorithm
- hyperparameters
- differential evolution
- face detection
- evolutionary algorithm
- model selection
- cross validation
- control parameters
- support vector
- random sampling
- bayesian framework
- closed form
- bayesian inference
- prior information
- neural network
- em algorithm
- noise level
- maximum likelihood
- maximum a posteriori
- optimization algorithm
- multi objective
- sample size
- pso algorithm
- image sequences
- feature extraction
- particle swarm
- object detection
- incomplete data
- particle swarm optimization
- parameter settings
- incremental learning
- optimization method
- generative model