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researcher

M. Doutreligne

5 papers hereh-index 6123 citations17 works total

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

author position
  • first author3
  • middle author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.CY1
  • cs.LG1
  • stat.ME1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedHow to select predictive models for causal inference?

3 citations · 6 across the 5 of their papers we have counts for

collaborators
Showing stat.MEShow all

1 paper · 1 filter

stat.ME2023★ 1 cited

Causal thinking for decision making on Electronic Health Records: why and how

Matthieu Doutreligne, Tristan Struja, Judith Abecassis +3

Accurate predictions, as with machine learning, may not suffice to provide optimal healthcare for every patient. Indeed, prediction can be driven by shortcuts in the data, such as…

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