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researcher

Christina Karle

2 papers hereh-index 214 citations2 works total

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

author position
  • middle author2

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

fields
  • cs.AI1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

most citedAlterfactual Explanations -- The Relevance of Irrelevance for Explaining AI Systems

3 citations · 4 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CV2024★ 1 cited

Relevant Irrelevance: Generating Alterfactual Explanations for Image Classifiers

Silvan Mertes, Tobias Huber, Christina Karle +4

In this paper, we demonstrate the feasibility of alterfactual explanations for black box image classifiers. Traditional explanation mechanisms from the field of Counterfactual Thin…

cs.AI2022★ 3 cited

Alterfactual Explanations -- The Relevance of Irrelevance for Explaining AI Systems

Silvan Mertes, Christina Karle, Tobias Huber +3

Explanation mechanisms from the field of Counterfactual Thinking are a widely-used paradigm for Explainable Artificial Intelligence (XAI), as they follow a natural way of reasoning…

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