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Sara Hooker

22 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 author2
  • first author2
  • middle author7
  • last author9

Across the 20 of 22 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • cs.CY4
  • cs.CL3
  • stat.ML2
  • cs.AI1
  • cs.CV1
same name
  • Sara Hooker — 23 papers, h 12
  • Sara Hooker — 16 papers, h 11
  • Sara Hooker — 4 papers
  • Sara Hooker — 3 papers, h 3
  • Sara Hooker — 3 papers, h 3
  • Sara Hooker — 2 papers, h 2

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
20172024
most citedThe State of Sparsity in Deep Neural Networks

439 citations · 867 across the 14 of their papers we have counts for

collaborators
Showing 2017 · stat.MLShow all

1 paper · 2 filters

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.