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Xiang Cheng

14 papers hereh-index 121.3k citations20 works total

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

author position
  • first author9
  • middle author4

Across the 13 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • stat.ML4
  • math.ST3
  • math.NA1
  • math.OC1
  • math.PR1
same name
  • Xiang Cheng — 35 papers, h 23
  • Xiang Cheng — 24 papers, h 8
  • Xiang Cheng — 17 papers, h 6
  • Xiang Cheng — 11 papers, h 9
  • Xiang Cheng — 9 papers, h 2
  • Xiang Cheng — 7 papers, h 54

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
20162024
most citedUnderdamped Langevin MCMC: A non-asymptotic analysis

97 citations · 296 across the 13 of their papers we have counts for

collaborators
Showing math.PRShow all

1 paper · 1 filter

math.PR2022★ 1 cited

Theory and Algorithms for Diffusion Processes on Riemannian Manifolds

Xiang Cheng, Jingzhao Zhang, Suvrit Sra

We study geometric stochastic differential equations (SDEs) and their approximations on Riemannian manifolds. In particular, we introduce a simple new construction of geometric SDE…

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