Explainability is NOT a Game

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Explainability is NOT a Game

Communications of the ACM (CACM), 2023

27 June 2023

Xuanxiang Huang

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Papers citing "Explainability is NOT a Game"

17 / 17 papers shown

Title
Uncovering Bugs in Formal Explainers: A Case Study with PyXAI Xuanxiang Huang Yacine Izza Alexey Ignatiev Joao Marques-Silva 85 0 0 05 Nov 2025
SHAP Meets Tensor Networks: Provably Tractable Explanations with Parallelism Reda Marzouk Shahaf Bassan Guy Katz FAtt 188 2 0 24 Oct 2025
Leveraging Association Rules for Better Predictions and Better Explanations Gilles Audemard S. Coste-Marquis Pierre Marquis Mehdi Sabiri N. Szczepanski 72 0 0 21 Oct 2025
Efficient & Correct Predictive Equivalence for Decision Trees Joao Marques-Silva Alexey Ignatiev 160 0 0 22 Sep 2025
Investigating Feature Attribution for 5G Network Intrusion Detection Federica Uccello Simin Nadjm-Tehrani FAtt 176 1 0 12 Sep 2025
SHAining on Process Mining: Explaining Event Log Characteristics Impact on Algorithms Andrea Maldonado Christian M. m. Frey Sai Anirudh Aryasomayajula Ludwig Zellner Stephan A. Fahrenkrog-Petersen Thomas Seidl AI4TS 52 0 0 10 Sep 2025
Rigorous Feature Importance Scores based on Shapley Value and Banzhaf Index Xuanxiang Huang Olivier Letoffe Joao Marques-Silva FAtt 104 0 0 16 Aug 2025
A Fast Kernel-based Conditional Independence test with Application to Causal Discovery Oliver Schacht Biwei Huang 399 1 0 16 May 2025
Shapley Revisited: Tractable Responsibility Measures for Query Answers Meghyn Bienvenu Diego Figueira Pierre Lafourcade 177 3 0 28 Mar 2025
Understanding XAI Through the Philosopher's Lens: A Historical Perspective Martina Mattioli Antonio Emanuele Cinà Marcello Pelillo XAI 209 0 0 26 Jul 2024
Logic-Based Explainability: Past, Present & Future Joao Marques-Silva 230 3 0 04 Jun 2024
The Pros and Cons of Adversarial Robustness Yacine Izza Sasha Rubin AAML 133 1 0 18 Dec 2023
Anytime Approximate Formal Feature AttributionInternational Conference on Theory and Applications of Satisfiability Testing (SAT), 2023 Jinqiang Yu Graham Farr Alexey Ignatiev Peter Stuckey 222 5 0 12 Dec 2023
Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research DirectionsInformation Fusion (Inf. Fusion), 2023 Luca Longo Mario Brcic Federico Cabitza Jaesik Choi Roberto Confalonieri ... Andrés Páez Wojciech Samek Johannes Schneider Timo Speith Simone Stumpf 396 350 0 30 Oct 2023
Refutation of Shapley Values for XAI -- Additional Evidence Xuanxiang Huang Sasha Rubin AAML 197 4 0 30 Sep 2023
A Refutation of Shapley Values for Explainability Xuanxiang Huang Sasha Rubin FAtt 302 3 0 06 Sep 2023
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.9K 19,183 0 16 Feb 2016