Logic for Explainable AI

9 May 2023

Papers citing "Logic for Explainable AI"

9 / 9 papers shown

Title
A Fast Kernel-based Conditional Independence test with Application to Causal Discovery Oliver Schacht Biwei Huang 12 0 0 16 May 2025
On the Complexity of Global Necessary Reasons to Explain Classification M. Calautti Enrico Malizia Cristian Molinaro FAtt 63 0 0 12 Jan 2025
When is the Computation of a Feature Attribution Method Tractable? P. Barceló R. Cominetti M. Morgado TDI FAtt 103 0 0 04 Jan 2025
Local vs. Global Interpretability: A Computational Complexity Perspective Shahaf Bassan Guy Amir Guy Katz 43 6 0 05 Jun 2024
The Pros and Cons of Adversarial Robustness Yacine Izza Sasha Rubin AAML 27 1 0 18 Dec 2023
A New Class of Explanations for Classifiers with Non-Binary Features Chunxi Ji Adnan Darwiche FAtt 26 3 0 28 Apr 2023
Computing Abductive Explanations for Boosted Trees Gilles Audemard Jean-Marie Lagniez Pierre Marquis N. Szczepanski 28 12 0 16 Sep 2022
On Tackling Explanation Redundancy in Decision Trees Yacine Izza Alexey Ignatiev Sasha Rubin FAtt 48 58 0 20 May 2022
Model Interpretability through the Lens of Computational Complexity Pablo Barceló Mikaël Monet Jorge A. Pérez Bernardo Subercaseaux 126 94 0 23 Oct 2020