The Unreasonable Effectiveness Of Early Discarding After One Epoch In Neural Network Hyperparameter Optimization.
Romain EgeleFelix MohrTom J. VieringPrasanna BalaprakashPublished in: CoRR (2024)
Keyphrases
- neural network
- highly non linear
- global optimization
- back propagation
- image reconstruction from projections
- learning algorithm
- pattern recognition
- constrained optimization
- artificial neural networks
- neural network model
- optimization problems
- optimization model
- combinatorial optimization
- optimization algorithm
- knn
- training set
- image segmentation
- feature selection
- genetic algorithm