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researcher

Roy Frostig

15 papers hereh-index 154.4k citations24 works total

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

author position
  • first author5
  • middle author10

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • stat.ML4
  • cs.DS2
  • cs.PL2
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20142022
most citedToward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity

187 citations · 529 across the 15 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

cs.LG2018★ 152 cited

Measuring the Effects of Data Parallelism on Neural Network Training

Christopher J. Shallue, Jaehoon Lee, Joseph Antognini +3

Recent hardware developments have dramatically increased the scale of data parallelism available for neural network training. Among the simplest ways to harness next-generation har…

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