Explanation of pseudo-Boolean functions using cooperative game theory and prime implicants

DOI10.1007/978-3-031-18843-5_20zbMath1524.68252OpenAlexW4312309310MaRDI QIDQ6163924

Christophe Labreuche

Publication date: 26 July 2023

Published in: Lecture Notes in Computer Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-031-18843-5_20

zbMATH Keywords

Shapley valuecooperative game theoryprime implicantproportional divisionexplainable AI

Mathematics Subject Classification ID

Cooperative games (91A12) Logic in artificial intelligence (68T27) Problem solving in the context of artificial intelligence (heuristics, search strategies, etc.) (68T20) General topics in artificial intelligence (68T01)

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Axiomatizations of the proportional division value
• Explaining individual predictions when features are dependent: more accurate approximations to Shapley values
• Causes and Explanations: A Structural-Model Approach. Part I: Causes
• Causes and Explanations: A Structural-Model Approach. Part II: Explanations
• The Nucleolus of a Characteristic Function Game

This page was built for publication: Explanation of pseudo-Boolean functions using cooperative game theory and prime implicants