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researcher

Ion Stoica

6 papers hereh-index 82.1k citations9 works total

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

author position
  • middle author3
  • last author3

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

fields
  • cs.DC3
  • cs.LG2
  • cs.NI1
same name
  • Ion Stoica — 68 papers, h 41
  • Ion Stoica — 33 papers, h 17
  • Ion Stoica — 27 papers, h 10
  • Ion Stoica — 18 papers, h 18
  • Ion Stoica — 12 papers, h 5
  • Ion Stoica — 11 papers, h 6

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
20182020
most citedFetchSGD: Communication-Efficient Federated Learning with Sketching

65 citations · 109 across the 6 of their papers we have counts for

collaborators
Showing 2019 · cs.LGShow all

1 paper · 2 filters

cs.LG2019★ 16 cited

Communication-efficient distributed SGD with Sketching

Nikita Ivkin, Daniel Rothchild, Enayat Ullah +3

Large-scale distributed training of neural networks is often limited by network bandwidth, wherein the communication time overwhelms the local computation time. Motivated by the su…

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