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researcher

Daniel A. Roberts

8 papers hereh-index 165.3k citations31 works total

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

author position
  • sole author2
  • first author1
  • middle author3
  • last author2

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

fields
  • cs.LG4
  • hep-th2
  • hep-ph1
  • stat.ML1
same name
  • Daniel A. Roberts — 2 papers, h 2
  • Daniel A. Roberts — 1 paper

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
20182023
most citedGradient Descent Happens in a Tiny Subspace

108 citations · 128 across the 4 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022★ 12 cited

A Solvable Model of Neural Scaling Laws

Alexander Maloney, Daniel A. Roberts, James Sully

Large language models with a huge number of parameters, when trained on near internet-sized number of tokens, have been empirically shown to obey neural scaling laws: specifically,…

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