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researcher

Song Liu

19 papers hereh-index 141k citations45 works total

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

author position
  • sole author1
  • first author5
  • middle author9
  • last author4

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • stat.ML13
  • math.PR2
  • stat.ME2
  • cs.LG1
  • math.ST1
same name
  • Song Liu — 31 papers, h 20
  • Song Liu — 31 papers, h 11
  • Song Liu — 27 papers, h 26
  • Song Liu — 18 papers, h 26
  • Song Liu — 7 papers, h 2
  • Song Liu — 6 papers, h 1

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
20122023
most citedSequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models

9 citations · 15 across the 13 of their papers we have counts for

collaborators
Showing 2022 · math.PRShow all

1 paper · 2 filters

math.PR2022

Edgeworth Expansion by Stein's Method

Xiao Fang, Song-Hao Liu

Edgeworth expansion provides higher-order corrections to the normal approximation for a probability distribution. The classical proof of Edgeworth expansion is via characteristic f…

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