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Liyuan Xu

7 papers hereh-index 589 citations11 works total

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

author position
  • first author2
  • middle author5

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • econ.EM1
  • stat.ME1
  • stat.ML1
same name
  • Liyuan Xu — 10 papers, h 13
  • Liyuan Xu — 1 paper, h 5
  • Liyuan Xu — 1 paper, h 0

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
20202025
most citedSequential Kernel Embedding for Mediated and Time-Varying Dose Response Curves

2 citations · 2 across the 6 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2023

Kernel Single Proxy Control for Deterministic Confounding

Liyuan Xu, Arthur Gretton

We consider the problem of causal effect estimation with an unobserved confounder, where we observe a single proxy variable that is associated with the confounder. Although it has…

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