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researcher

Guy Gur-Ari

1 paper here

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
same name
  • Guy Gur-Ari — 4 papers
  • Guy Gur-Ari — 1 paper, h 14

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

most citedGradient Descent Happens in a Tiny Subspace

108 citations · 108 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2018★ 108 cited

Gradient Descent Happens in a Tiny Subspace

Guy Gur-Ari, Daniel A. Roberts, Ethan Dyer

We show that in a variety of large-scale deep learning scenarios the gradient dynamically converges to a very small subspace after a short period of training. The subspace is spann…

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