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researcher

Houtao Deng

6 papers hereh-index 112.7k citations29 works total

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

author position
  • sole author2
  • first author4

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20122018
most citedGuided Random Forest in the RRF Package

61 citations · 167 across the 6 of their papers we have counts for

collaborators
Showing 2014Show all

1 paper · 1 filter

cs.LG2014★ 47 cited

Interpreting Tree Ensembles with inTrees

Houtao Deng

Tree ensembles such as random forests and boosted trees are accurate but difficult to understand, debug and deploy. In this work, we provide the inTrees (interpretable trees) frame…

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