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researcher

Daniel G. Krakowczyk

5 papers hereh-index 9232 citations14 works total

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

author position
  • first author2
  • middle author3

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CL1
  • cs.CV1
  • cs.HC1

identity via Semantic Scholar / OpenAlex

activity
20222024
most citedQuantus: An Explainable AI Toolkit for Responsible Evaluation of Neural Network Explanations and Beyond

118 citations · 172 across the 5 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2023★ 6 cited

Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence Models

Daniel G. Krakowczyk, Paul Prasse, David R. Reich +3

Recent work in XAI for eye tracking data has evaluated the suitability of feature attribution methods to explain the output of deep neural sequence models for the task of oculomotr…

cs.LG2022★ 118 cited

Quantus: An Explainable AI Toolkit for Responsible Evaluation of Neural Network Explanations and Beyond

Anna Hedström, Leander Weber, Dilyara Bareeva +5

The evaluation of explanation methods is a research topic that has not yet been explored deeply, however, since explainability is supposed to strengthen trust in artificial intelli…

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