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researcher

F. Imrie

21 papers hereh-index 191.1k citations41 works total

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

author position
  • first author5
  • middle author15
  • last author1

Across the 21 of 21 papers where every author was matched, so the position is known.

fields
  • cs.LG18
  • cs.CL1
  • cs.SE1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedAutoPrognosis 2.0: Democratizing Diagnostic and Prognostic Modeling in Healthcare with Automated Machine Learning

44 citations · 147 across the 21 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2022★ 9 cited

To Impute or not to Impute? Missing Data in Treatment Effect Estimation

Jeroen Berrevoets, Fergus Imrie, Trent Kyono +2

Missing data is a systemic problem in practical scenarios that causes noise and bias when estimating treatment effects. This makes treatment effect estimation from data with missin…

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