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researcher

John Shelton Hyatt

Army Research Directorate

1 paper hereh-index 5377 citations22 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.LG1
affiliations
  • Army Research Directorate

identity via Semantic Scholar / OpenAlex

most citedRequirements for Developing Robust Neural Networks

1 citations · 1 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2019★ 1 cited

Requirements for Developing Robust Neural Networks

John S. Hyatt, Michael S. Lee

Validation accuracy is a necessary, but not sufficient, measure of a neural network classifier's quality. High validation accuracy during development does not guarantee that a mode…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.