Logic for Explainable AI

9 May 2023

Papers citing "Logic for Explainable AI"

8 / 8 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
When is the Computation of a Feature Attribution Method Tractable? P. Barceló R. Cominetti M. Morgado TDI FAtt 98 0 0 04 Jan 2025
Local vs. Global Interpretability: A Computational Complexity Perspective Shahaf Bassan Guy Amir Guy Katz 35 6 0 05 Jun 2024
The Pros and Cons of Adversarial Robustness Yacine Izza João Marques-Silva AAML 25 1 0 18 Dec 2023
A New Class of Explanations for Classifiers with Non-Binary Features Chunxi Ji Adnan Darwiche FAtt 24 2 0 28 Apr 2023
Computing Abductive Explanations for Boosted Trees Gilles Audemard Jean-Marie Lagniez Pierre Marquis N. Szczepanski 24 12 0 16 Sep 2022
On Tackling Explanation Redundancy in Decision Trees Yacine Izza Alexey Ignatiev João Marques-Silva FAtt 48 57 0 20 May 2022
Model Interpretability through the Lens of Computational Complexity Pablo Barceló Mikaël Monet Jorge A. Pérez Bernardo Subercaseaux 114 94 0 23 Oct 2020