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researcher

R. Jefferson

11 papers hereh-index 141.3k citations25 works total

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

author position
  • sole author2
  • middle author6
  • last author3

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • hep-th8
  • cs.LG1
  • physics.ed-ph1
  • physics.pop-ph1

identity via Semantic Scholar / OpenAlex

activity
20162023
most citedPath integral optimization as circuit complexity

91 citations · 104 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2023★ 5 cited

Criticality versus uniformity in deep neural networks

Aleksandar Bukva, Jurriaan de Gier, Kevin T. Grosvenor +3

Deep feedforward networks initialized along the edge of chaos exhibit exponentially superior training ability as quantified by maximum trainable depth. In this work, we explore the…

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