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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 2023Show all

1 paper · 1 filter

stat.ME2023

Sequential Underspecified Instrument Selection for Cause-Effect Estimation

Elisabeth Ailer, Jason Hartford, Niki Kilbertus

Instrumental variable (IV) methods are used to estimate causal effects in settings with unobserved confounding, where we cannot directly experiment on the treatment variable. Instr…

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