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Zhen Dai

5 papers hereh-index 3296 citations6 works total

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

author position
  • first author3
  • middle author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • math.NA2
  • cs.LG1
  • math.OC1
  • stat.ML1
same name
  • Zhen Dai — 2 papers, h 1
  • Zhen Dai — 1 paper, h 3
  • Zhen Dai — 1 paper, h 2
  • Zhen Dai — 1 paper, h 0
  • Zhen Dai — 1 paper, h 1
  • Zhen Dai — 1 paper, h 5

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
20202023
most citedIs Local SGD Better than Minibatch SGD?

45 citations · 45 across the 5 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

cs.LG2020★ 45 cited

Is Local SGD Better than Minibatch SGD?

Blake Woodworth, Kumar Kshitij Patel, Sebastian U. Stich +5

We study local SGD (also known as parallel SGD and federated averaging), a natural and frequently used stochastic distributed optimization method. Its theoretical foundations are c…

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