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researcher

Guy Gur-Ari

9 papers hereh-index 1416.4k citations33 works total

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

author position
  • first author1
  • middle author1
  • last author5

Across the 7 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.CL2
  • stat.ML2
same name
  • Guy Gur-Ari — 2 papers
  • Guy Gur-Ari — 2 papers, 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

activity
20182024
most citedGradient Descent Happens in a Tiny Subspace

108 citations · 222 across the 6 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

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.