Towards User-Focused Research in Training Data Attribution for Human-Centered Explainable AI

While Explainable AI (XAI) aims to make AI understandable and useful to humans, it has been criticised for relying too much on formalism and solutionism, focusing more on mathematical soundness than user needs. We propose an alternative to this bottom-up approach inspired by design thinking: the XAI...

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Veröffentlicht in:	arXiv.org 2024-09
Hauptverfasser:	Nguyen, Elisa, Bertram, Johannes, Kortukov, Evgenii, Song, Jean Y, Oh, Seong Joon
Format:	Artikel
Sprache:	eng
Schlagworte:	Explainable artificial intelligence
Online-Zugang:	Volltext
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