A Simple Weight Decay Can Improve Generalization

Krogh, Anders, Hertz, John A.

Dec-31-1992–Neural Information Processing Systems

It has been observed in numerical simulations that a weight decay can improve generalization in a feed-forward neural network.

generalization error, vector, weight decay, (12 more...)

Neural Information Processing Systems

Dec-31-1992

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Country:
- North America > United States
  - New York (0.04)
  - California > Santa Cruz County
    - Santa Cruz (0.14)
- Europe > Denmark
  - Capital Region > Copenhagen (0.05)

Genre:
- Research Report (0.47)

Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (1.00)

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