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researcher

Noah Golowich

54 papers hereh-index 212.8k citations68 works total

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

author position
  • sole author1
  • first author19
  • middle author29
  • last author5

Across the 54 of 54 papers where every author was matched, so the position is known.

fields
  • cs.LG38
  • cs.CR5
  • cs.GT5
  • cs.IT2
  • stat.ML2
  • cs.AI1
same name
  • Noah Golowich — 7 papers, h 4

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 citedA Convergence Analysis of Gradient Descent for Deep Linear Neural Networks

104 citations · 270 across the 46 of their papers we have counts for

collaborators
Showing 2017Show all

1 paper · 1 filter

cs.LG2017

Size-Independent Sample Complexity of Neural Networks

Noah Golowich, Alexander Rakhlin, Ohad Shamir

We study the sample complexity of learning neural networks, by providing new bounds on their Rademacher complexity assuming norm constraints on the parameter matrix of each layer.…

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