Computing Probabilistic Explanations for ML Models: Fixed-Parameter Algorithms

Ordyniak, S. orcid.org/0000-0003-1935-651X, Rychlicki, M. and Szeider, S. (Accepted: 2025) Computing Probabilistic Explanations for ML Models: Fixed-Parameter Algorithms. In: Proceedings of the 40th AAAI Conference on Artificial Intelligence. AAAI-26: The 40th Annual AAAI Conference on Artificial Intelligence, 20-27 Jan 2026, Singapore. AAAI Press. ISSN: 2159-5399. EISSN: 2159-5399. (In Press)

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Item Type: Proceedings Paper
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This is an author produced version of a conference paper accepted for publication in Proceedings of The 40th Annual AAAI Conference on Artificial Intelligence, made available under the terms of the Creative Commons Attribution License (CC-BY), which permits unrestricted use, distribution and reproduction in any medium, provided the original work is properly cited.
Dates:
  • Accepted: 7 November 2025
Institution: The University of Leeds
Academic Units: The University of Leeds > Faculty of Engineering & Physical Sciences (Leeds) > School of Computing (Leeds)
Funding Information:
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Grant number
EPSRC (Engineering and Physical Sciences Research Council)
EP/V00252X/1
Date Deposited: 21 Nov 2025 11:51
Last Modified: 21 Nov 2025 11:51
Status: In Press
Publisher: AAAI Press
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