Abductive explanations of classifiers under constraints: Complexity and properties

18 September 2024

Papers citing "Abductive explanations of classifiers under constraints: Complexity and properties"

6 / 6 papers shown

Title
On the Complexity of Global Necessary Reasons to Explain Classification M. Calautti Enrico Malizia Cristian Molinaro FAtt 63 0 0 12 Jan 2025
Abductive and Contrastive Explanations for Scoring Rules in Voting Clément Contet Umberto Grandi Jérome Mengin FAtt 42 0 0 23 Aug 2024
Axiomatic Characterisations of Sample-based Explainers Leila Amgoud Martin Cooper Salim Debbaoui FAtt 47 1 0 09 Aug 2024
Hard to Explain: On the Computational Hardness of In-Distribution Model Interpretation Guy Amir Shahaf Bassan Guy Katz 44 2 0 07 Aug 2024
On the Complexity of Enumerating Prime Implicants from Decision-DNNF Circuits Alexis de Colnet Pierre Marquis 31 9 0 30 Jan 2023
Computing Abductive Explanations for Boosted Trees Gilles Audemard Jean-Marie Lagniez Pierre Marquis N. Szczepanski 44 12 0 16 Sep 2022