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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 2016Show all

2 papers · 1 filter

stat.ML2016

Neural Random Forests

Gérard Biau, Erwan Scornet, Johannes Welbl

Given an ensemble of randomized regression trees, it is possible to restructure them as a collection of multilayered neural networks with particular connection weights. Following t…

math.ST2016★ 8 cited

Impact of subsampling and pruning on random forests

Roxane Duroux, Erwan Scornet

Random forests are ensemble learning methods introduced by Breiman (2001) that operate by averaging several decision trees built on a randomly selected subspace of the data set. De…

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