regularization
P16020
predicate
Indicates the application of a constraint or penalty to a model or function to prevent overfitting and encourage simpler, more generalizable behavior.
Aliases (2)
- regularizedBy ×3
- usesRegularization ×2
Sample triples (6)
| Subject | Object |
|---|---|
| AlexNet | data augmentation ("usesRegularization") → |
| AlexNet | dropout ("usesRegularization") → |
| LeNet | weight decay → |
| deep feedforward networks | dropout ("regularizedBy") → |
| deep feedforward networks | early stopping ("regularizedBy") → |
| deep feedforward networks | weight decay ("regularizedBy") → |