Sparsity through evolutionary pruning prevents neuronal networks from overfitting.
Richard C. GerumAndré ErpenbeckPatrick KraussAchim SchillingPublished in: CoRR (2019)
Keyphrases
- neuronal networks
- pruning method
- avoid overfitting
- genetic algorithm
- sparse representation
- evolutionary computation
- high dimensional
- search space
- decision trees
- evolutionary optimization
- tree pruning
- cross validation
- pruning algorithm
- moving target defense
- pruning methods
- evolutionary algorithm
- data sparsity
- exhaustive search
- data structure
- evolutionary methods
- pruning algorithms
- multi agent
- information systems
- machine learning
- data sets