The unreasonable effectiveness of early discarding after one epoch in neural network hyperparameter optimization.
Romain EgeleFelix MohrTom J. VieringPrasanna BalaprakashPublished in: Neurocomputing (2024)
Keyphrases
- neural network
- optimization problems
- pattern recognition
- image reconstruction from projections
- optimization algorithm
- artificial neural networks
- fuzzy logic
- self organizing maps
- combinatorial optimization
- bp neural network
- multi layer
- optimization process
- knn
- model selection
- optimization method
- global optimization
- network architecture
- gaussian processes
- neural network is trained
- expert systems