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researcher

L. Mentch

13 papers hereh-index 181.5k citations48 works total

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

author position
  • sole author1
  • first author2
  • middle author3
  • last author7

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • stat.ML5
  • cs.CL2
  • stat.ME2
  • cs.CV1
  • math.ST1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20152021
most citedTrees, Forests, Chickens, and Eggs: When and Why to Prune Trees in a Random Forest

3 citations · 7 across the 7 of their papers we have counts for

collaborators
Showing stat.MEShow all

2 papers · 1 filter

stat.ME2021★ 2 cited

Forward Stability and Model Path Selection

Nicholas Kissel, Lucas Mentch

Most scientific publications follow the familiar recipe of (i) obtain data, (ii) fit a model, and (iii) comment on the scientific relevance of the effects of particular covariates…

stat.ME2019

Scalable and Efficient Hypothesis Testing with Random Forests

Tim Coleman, Wei Peng, Lucas Mentch

Throughout the last decade, random forests have established themselves as among the most accurate and popular supervised learning methods. While their black-box nature has made the…

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