A multi-perspective revisit to the optimization methods of Neural Architecture Search and Hyper-parameter optimization for non-federated and federated learning environments.
Salabat KhanAtif RizwanAnam Nawaz KhanMurad AliRashid AhmedDo Hyeun KimPublished in: Comput. Electr. Eng. (2023)
Keyphrases
- optimization methods
- multi perspective
- parameter optimization
- neural architecture
- optimization method
- simulated annealing
- search algorithm
- genetic algorithm ga
- genetic algorithm
- differential evolution
- neural network
- optimization problems
- machine learning
- feed forward
- search space
- parameter settings
- optimization algorithm
- multi objective
- cross validation
- support vector machine
- multilayer perceptron
- prior knowledge
- evolutionary algorithm
- feature selection