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Chenguang Liu

11 papers hereh-index 456 citations16 works total

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

author position
  • sole author2
  • first author4
  • middle author4
  • last author1

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • math.PR3
  • cs.LG2
  • math.AP2
  • math.ST2
  • math.OC1
  • stat.ML1
same name
  • Chenguang Liu — 5 papers, h 2
  • Chenguang Liu — 4 papers, h 2
  • Chenguang Liu — 2 papers, h 5
  • Chenguang Liu — 2 papers, h 1
  • Chenguang Liu — 1 paper, h 8
  • Chenguang Liu — 1 paper, h 2

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
20192026
most citedA Continuous-time Stochastic Gradient Descent Method for Continuous Data

4 citations · 5 across the 10 of their papers we have counts for

collaborators
Showing math.OCShow all

1 paper · 1 filter

math.OC2022

Losing momentum in continuous-time stochastic optimisation

Kexin Jin, Jonas Latz, Chenguang Liu +1

The training of modern machine learning models often consists in solving high-dimensional non-convex optimisation problems that are subject to large-scale data. In this context, mo…

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