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researcher

Charles H. Martin

9 papers hereh-index 9877 citations11 works total

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

author position
  • first author5
  • middle author2
  • last author1

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.CL1
same name
  • Charles H. Martin — 5 papers, h 5

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedImplicit Self-Regularization in Deep Neural Networks: Evidence from Random Matrix Theory and Implications for Learning

104 citations · 256 across the 9 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

cs.LG2020★ 72 cited

Predicting trends in the quality of state-of-the-art neural networks without access to training or testing data

Charles H. Martin, Tongsu, Peng +1

In many applications, one works with neural network models trained by someone else. For such pretrained models, one may not have access to training data or test data. Moreover, one…

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