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Xin Liang

12 papers hereh-index 557 citations16 works total

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

author position
  • sole author1
  • first author2
  • middle author3
  • last author6

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • math.NA9
  • math.OC2
  • cs.LG1
same name
  • Xin Liang — 31 papers, h 30
  • Xin Liang — 12 papers, h 6
  • Xin Liang — 10 papers, h 3
  • Xin Liang — 6 papers, h 2
  • Xin Liang — 5 papers, h 3
  • Xin Liang — 4 papers, 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
20162025
most citedNearly Optimal Stochastic Approximation for Online Principal Subspace Estimation

5 citations · 23 across the 12 of their papers we have counts for

collaborators
Showing 2017Show all

1 paper · 1 filter

math.OC2017★ 5 cited

Nearly Optimal Stochastic Approximation for Online Principal Subspace Estimation

Xin Liang, Zhen-Chen Guo, Li Wang +2

Principal component analysis (PCA) has been widely used in analyzing high-dimensional data. It converts a set of observed data points of possibly correlated variables into a set of…

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