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researcher

D. Garreau

19 papers hereh-index 121.1k citations32 works total

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

author position
  • sole author1
  • first author5
  • middle author6
  • last author7

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • stat.ML6
  • cs.CL2
  • cs.CV1
  • math.ST1
  • stat.CO1

identity via Semantic Scholar / OpenAlex

activity
20142024
most citedExplaining the Explainer: A First Theoretical Analysis of LIME

51 citations · 110 across the 17 of their papers we have counts for

collaborators
Showing 2023 · stat.MLShow all

1 paper · 2 filters

stat.ML2023★ 2 cited

Understanding Post-hoc Explainers: The Case of Anchors

Gianluigi Lopardo, Frederic Precioso, Damien Garreau

In many scenarios, the interpretability of machine learning models is a highly required but difficult task. To explain the individual predictions of such models, local model-agnost…

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