Sensitivity and Generalization in Neural Networks

Roman Novak, Y. B., Abolafia, D. A., Pennington, J., & Sohl-Dickstein, J. (2018). Sensitivity and Generalization in Neural Networks: an Empirical Study.

Type

Unclassified

Intellectual base

Unclassified

Year

2018

Link

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Cited by

1 citation across 1 artifact.

Domain-specific

• Large width limits of neural networks
  • Large-width limits replace a finite interacting parameter system with a limiting stochastic process or deterministic evolution, but the result depends on architecture, initialization and learning-rate scaling, training rule, depth, and order of limits.

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