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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 · stat.MEShow all

1 paper · 2 filters

stat.ME2022

Score Matching for Truncated Density Estimation on a Manifold

Daniel J. Williams, Song Liu

When observations are truncated, we are limited to an incomplete picture of our dataset. Recent methods propose to use score matching for truncated density estimation, where the ac…

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