HyperNOMAD: Hyperparameter Optimization of Deep Neural Networks Using Mesh Adaptive Direct Search.
Dounia LakhmiriSébastien Le DigabelChristophe TribesPublished in: ACM Trans. Math. Softw. (2021)
Keyphrases
- direct search
- neural network
- genetic algorithm
- differential evolution
- pattern search
- hill climbing
- artificial neural networks
- gaussian processes
- model selection
- optimization algorithm
- genetic algorithm ga
- optimization method
- optimization problems
- sensitivity analysis
- global optimization
- constrained optimization
- objective function