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Song Liu

23 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 author9
  • middle author9
  • last author4

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • stat.ML17
  • 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 citedChange-Point Detection in Time-Series Data by Relative Density-Ratio Estimation

450 citations · 495 across the 23 of their papers we have counts for

collaborators
Showing math.STShow all

1 paper · 1 filter

math.ST2021

Estimating the Arc Length of the Optimal ROC Curve and Lower Bounding the Maximal AUC

Song Liu

In this paper, we show the arc length of the optimal ROC curve is an f-divergence. By leveraging this result, we express the arc length using a variational objective and estimate…

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