Explainability in AI Policies: A Critical Review of Communications, Reports, Regulations, and Standards in the EU, US, and UK

20 April 2023

Papers citing "Explainability in AI Policies: A Critical Review of Communications, Reports, Regulations, and Standards in the EU, US, and UK"

11 / 11 papers shown

Title
Beyond SHAP and Anchors: A large-scale experiment on how developers struggle to design meaningful end-user explanations Zahra Abba Omar Nadia Nahar Jacob Tjaden Inès M. Gilles Fikir Mekonnen Jane Hsieh Jane Hsieh Christian Kästner Alka Menon FaML 72 0 0 28 Jan 2025
Securing the AI Frontier: Urgent Ethical and Regulatory Imperatives for AI-Driven Cybersecurity Vikram Kulothungan SILM 136 2 0 15 Jan 2025
The explanation dialogues: an expert focus study to understand requirements towards explanations within the GDPR Laura State Alejandra Bringas Colmenarejo Andrea Beretta Salvatore Ruggieri Franco Turini Stephanie Law AILaw ELM 123 0 0 10 Jan 2025
From Feature Importance to Natural Language Explanations Using LLMs with RAG Sule Tekkesinoglu Lars Kunze FAtt 103 2 0 30 Jul 2024
Data Science Principles for Interpretable and Explainable AI Kris Sankaran FaML 162 3 0 17 May 2024
Law and the Emerging Political Economy of Algorithmic Audits P. Terzis Michael Veale Noëlle Gaumann MLAU 91 17 0 03 Apr 2024
Advancing Explainable Autonomous Vehicle Systems: A Comprehensive Review and Research Roadmap Sule Tekkesinoglu Azra Habibovic Lars Kunze 135 7 0 19 Mar 2024
Does Explainable AI Have Moral Value? Joshua L.M. Brand Luca Nannini XAI 109 0 0 05 Nov 2023
Unpacking Human-AI Interaction in Safety-Critical Industries: A Systematic Literature Review T. A. Bach Jenny K. Kristiansen Aleksandar Babic Alon Jacovi 111 14 0 05 Oct 2023
Bridging the Transparency Gap: What Can Explainable AI Learn From the AI Act? Bálint Gyevnár Nick Ferguson Burkhard Schafer 159 19 0 21 Feb 2023
The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective Satyapriya Krishna Tessa Han Alex Gu Steven Wu S. Jabbari Himabindu Lakkaraju 383 211 0 03 Feb 2022