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researcher

Ann-Kathrin Dombrowski

6 papers hereh-index 92.2k citations17 works total

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

author position
  • first author4
  • middle author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CY2
  • cs.LG2
  • cs.CE1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedFairwashing Explanations with Off-Manifold Detergent

35 citations · 39 across the 3 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2019

Explanations can be manipulated and geometry is to blame

Ann-Kathrin Dombrowski, Maximilian Alber, Christopher J. Anders +3

Explanation methods aim to make neural networks more trustworthy and interpretable. In this paper, we demonstrate a property of explanation methods which is disconcerting for both…

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