When are post-hoc conceptual explanations identifiable?

Tobias Leemann, Michael Kirchhof, Yao Rong, Enkelejda Kasneci, Gjergji Kasneci. When are post-hoc conceptual explanations identifiable?. In Robin J. Evans 0002, Ilya Shpitser, editors, Uncertainty in Artificial Intelligence, UAI 2023, July 31 - 4 August 2023, Pittsburgh, PA, USA. Volume 216 of Proceedings of Machine Learning Research, pages 1207-1218, PMLR, 2023. [doi]

Authors

Tobias Leemann

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Michael Kirchhof

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Yao Rong

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Enkelejda Kasneci

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Gjergji Kasneci

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