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researcher

Giles Hooker

7 papers hereh-index 331 citations9 works total

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

author position
  • middle author1
  • last author6

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • stat.ML2
  • stat.ME1
same name
  • Giles Hooker — 4 papers, h 2
  • Giles Hooker — 3 papers, h 2
  • Giles Hooker — 2 papers, h 3
  • Giles Hooker — 2 papers, h 0
  • Giles Hooker — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedWhy You Should Not Trust Interpretations in Machine Learning: Adversarial Attacks on Partial Dependence Plots

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

collaborators
Showing 2024 · stat.MLShow all

1 paper · 2 filters

stat.ML2024★ 2 cited

Statistical Significance of Feature Importance Rankings

Jeremy Goldwasser, Giles Hooker

Feature importance scores are ubiquitous tools for understanding the predictions of machine learning models. However, many popular attribution methods suffer from high instability…

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