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Sara Hooker

14 papers hereh-index 235.2k citations33 works total

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

author position
  • sole author1
  • first author2
  • middle author6
  • last author5

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.CL2
  • cs.CY2
  • cs.CV1
  • stat.ML1
same name
  • Sara Hooker — 12 papers

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
20172022
most citedThe State of Sparsity in Deep Neural Networks

439 citations · 855 across the 10 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2017★ 165 cited

The (Un)reliability of saliency methods

Pieter-Jan Kindermans, Sara Hooker, Julius Adebayo +5

Saliency methods aim to explain the predictions of deep neural networks. These methods lack reliability when the explanation is sensitive to factors that do not contribute to the m…

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