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researcher

Shuigen Liu

6 papers hereh-index 325 citations9 works total

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

author position
  • first author2
  • middle author4

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • math.NA2
  • cs.LG1
  • eess.SY1
  • math.PR1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedDropout Ensemble Kalman inversion for high dimensional inverse problems

4 citations · 4 across the 6 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2024

Stein's method for marginals on large graphical models

Tiangang Cui, Shuigen Liu, Xin T. Tong

Many spatial models exhibit locality structures that effectively reduce their intrinsic dimensionality, enabling efficient approximation and sampling of high-dimensional distributi…

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