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researcher

G. Hooker

45 papers hereh-index 346.2k citations144 works total

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

author position
  • sole author2
  • first author9
  • middle author13
  • last author21

Across the 45 of 45 papers where every author was matched, so the position is known.

fields
  • stat.ME19
  • stat.ML15
  • math.ST5
  • stat.OT2
  • math.NA1
  • q-bio.PE1

identity via Semantic Scholar / OpenAlex

activity
20112024
most citedQuantifying Uncertainty in Random Forests via Confidence Intervals and Hypothesis Tests

151 citations · 692 across the 40 of their papers we have counts for

collaborators
Showing 2021 · stat.MLShow all

1 paper · 2 filters

stat.ML2021★ 106 cited

S-LIME: Stabilized-LIME for Model Explanation

Zhengze Zhou, Giles Hooker, Fei Wang

An increasing number of machine learning models have been deployed in domains with high stakes such as finance and healthcare. Despite their superior performances, many models are…

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