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researcher

K. Yuan

37 papers hereh-index 273.7k citations66 works total

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

author position
  • first author10
  • middle author19
  • last author7

Across the 36 of 37 papers where every author was matched, so the position is known.

fields
  • cs.LG18
  • math.OC16
  • cs.MA1
  • cs.SI1
  • stat.ML1
same name
  • K. Yuan — 14 papers, h 11
  • K. Yuan — 3 papers, h 25
  • K. Yuan — 1 paper, h 5
  • K. Yuan — 1 paper, h 21
  • K. Yuan — 1 paper, h 1
  • K. Yuan — 1 paper, h 11

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
20132023
most citedOn the Linear Convergence of the ADMM in Decentralized Consensus Optimization

873 citations · 1.3k across the 35 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2022★ 1 cited

Heavy-Tail Phenomenon in Decentralized SGD

Mert Gurbuzbalaban, Yuanhan Hu, Umut Simsekli +2

Recent theoretical studies have shown that heavy-tails can emerge in stochastic optimization due to `multiplicative noise', even under surprisingly simple settings, such as linear…

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