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researcher

Stefan Haufe

2 papers here

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

author position
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • eess.IV1
ORCID 0000-0003-1470-9195
same name
  • Stefan Haufe — 5 papers, h 4
  • Stefan Haufe — 1 paper, h 5
  • Stefan Haufe — 1 paper, h 4

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

most citedTheoretical Behavior of XAI Methods in the Presence of Suppressor Variables

8 citations · 10 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2023★ 8 cited

Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables

Rick Wilming, Leo Kieslich, Benedict Clark +1

In recent years, the community of 'explainable artificial intelligence' (XAI) has created a vast body of methods to bridge a perceived gap between model 'complexity' and 'interpret…

eess.IV2021★ 2 cited

Evaluating saliency methods on artificial data with different background types

Céline Budding, Fabian Eitel, Kerstin Ritter +1

Over the last years, many 'explainable artificial intelligence' (xAI) approaches have been developed, but these have not always been objectively evaluated. To evaluate the quality…

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