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researcher

Berivan Isik

Stanford University

4 papers hereh-index 123.7k citations32 works total

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

author position
  • sole author1
  • first author1
  • middle author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CR1
  • cs.CV1
  • cs.IT1
  • cs.LG1
affiliations
  • Stanford University
Homepage
same name
  • Berivan Isik — 5 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
20202024
collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2020

rTop-k: A Statistical Estimation Approach to Distributed SGD

Leighton Pate Barnes, Huseyin A. Inan, Berivan Isik +1

The large communication cost for exchanging gradients between different nodes significantly limits the scalability of distributed training for large-scale learning models. Motivate…

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