Understanding deep learning requires rethinking generalization

Chiyuan Zhang, S. B., Hardt, M., Recht, B., & Vinyals, O. (2017). Understanding deep learning requires rethinking generalization.

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Unclassified

Intellectual base

Unclassified

Year

2017

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1 citation across 1 artifact.

Domain-specific

• Label noise
  • … noise taxonomy and transition model, repeated or gold labels, class and subgroup prevalence, train-test contamination, detection method, uncertainty, and correction evaluation are explicit. to An applied instance preserves the same invariant under a changed scale, notation, jurisdiction, dataset, or implementation..

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