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researcher

Erwan Scornet

41 papers hereh-index 216.1k citations63 works total

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

author position
  • sole author3
  • first author1
  • middle author8
  • last author26

Across the 38 of 41 papers where every author was matched, so the position is known.

fields
  • stat.ML19
  • math.ST11
  • stat.ME7
  • cs.LG4

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedConsistency of random forests

599 citations · 862 across the 35 of their papers we have counts for

collaborators
Showing 2023 · math.STShow all

1 paper · 2 filters

math.ST2023★ 1 cited

Naive imputation implicitly regularizes high-dimensional linear models

Alexis Ayme, Claire Boyer, Aymeric Dieuleveut +1

Two different approaches exist to handle missing values for prediction: either imputation, prior to fitting any predictive algorithms, or dedicated methods able to natively incorpo…

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