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researcher

Lei Liu

4 papers hereh-index 11338 citations36 works total

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

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • stat.ME3
  • stat.ML1
same name
  • Lei Liu — 17 papers, h 14
  • Lei Liu — 16 papers, h 12
  • Lei Liu — 14 papers, h 11
  • Lei Liu — 13 papers, h 16
  • Lei Liu — 12 papers, h 25
  • Lei Liu — 11 papers, h 11

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
20172021
most citedRandom Forests of Interaction Trees for Estimating Individualized Treatment Effects in Randomized Trials

3 citations · 3 across the 4 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2017★ 3 cited

Random Forests of Interaction Trees for Estimating Individualized Treatment Effects in Randomized Trials

Xiaogang Su, Annette T. Peña, Lei Liu +1

Assessing heterogeneous treatment effects has become a growing interest in advancing precision medicine. Individualized treatment effects (ITE) play a critical role in such an ende…

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