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researcher

Berivan Isik

Stanford University

1 paper hereh-index 123.7k citations32 works total

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author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.LG1
affiliations
  • Stanford University
Homepage

identity via Semantic Scholar / OpenAlex

collaborators

1 paper

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.