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researcher

Roy Frostig

6 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 author2
  • middle author4

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.PL1
  • cs.RO1
  • stat.ML1
same name
  • Roy Frostig — 3 papers

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
20152022
most citedUn-regularizing: approximate proximal point and faster stochastic algorithms for empirical risk minimization

67 citations · 94 across the 5 of their papers we have counts for

collaborators
Showing cs.PLShow all

1 paper · 1 filter

cs.PL2021★ 3 cited

Decomposing reverse-mode automatic differentiation

Roy Frostig, Matthew J. Johnson, Dougal Maclaurin +2

We decompose reverse-mode automatic differentiation into (forward-mode) linearization followed by transposition. Doing so isolates the essential difference between forward- and rev…

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