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researcher

Igor Sokolov

10 papers hereh-index 5384 citations14 works total

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

author position
  • first author3
  • middle author7

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • math.OC1
same name
  • Igor Sokolov — 3 papers, h 4
  • Igor Sokolov — 3 papers, h 2
  • Igor Sokolov — 1 paper, h 4

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
20212026
most citedEF21: A New, Simpler, Theoretically Better, and Practically Faster Error Feedback

40 citations · 53 across the 10 of their papers we have counts for

collaborators
Showing math.OCShow all

1 paper · 1 filter

math.OC2025

Improved Convergence in Parameter-Agnostic Error Feedback through Momentum

Abdurakhmon Sadiev, Yury Demidovich, Igor Sokolov +3

Communication compression is essential for scalable distributed training of modern machine learning models, but it often degrades convergence due to the noise it introduces. Error…

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