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researcher

A. Curth

24 papers hereh-index 181.3k citations30 works total

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

author position
  • sole author1
  • first author11
  • middle author12

Across the 24 of 24 papers where every author was matched, so the position is known.

fields
  • stat.ML11
  • cs.LG10
  • stat.ME2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedCausal machine learning for predicting treatment outcomes

322 citations · 432 across the 23 of their papers we have counts for

collaborators
Showing 2023 · cs.LGShow all

1 paper · 2 filters

cs.LG2023★ 1 cited

A Neural Framework for Generalized Causal Sensitivity Analysis

Dennis Frauen, Fergus Imrie, Alicia Curth +3

Unobserved confounding is common in many applications, making causal inference from observational data challenging. As a remedy, causal sensitivity analysis is an important tool to…

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