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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 2023Show all

1 paper · 1 filter

stat.ML2023

Subsampling Error in Stochastic Gradient Langevin Diffusions

Kexin Jin, Chenguang Liu, Jonas Latz

The Stochastic Gradient Langevin Dynamics (SGLD) are popularly used to approximate Bayesian posterior distributions in statistical learning procedures with large-scale data. As opp…

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