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Elisabeth Ailer

4 papers hereh-index 426 citations5 works total

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

author position
  • first author3
  • middle author1

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

fields
  • stat.ME2
  • cs.LG1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedSupervised Learning and Model Analysis with Compositional Data

16 citations · 16 across the 4 of their papers we have counts for

collaborators
Showing 2021 · cs.LGShow all

1 paper · 2 filters

cs.LG2021

Instrumental Variable Estimation for Compositional Treatments

Elisabeth Ailer, Christian L. Müller, Niki Kilbertus

Many scientific datasets are compositional in nature. Important biological examples include species abundances in ecology, cell-type compositions derived from single-cell sequencin…

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