The Grammar of Interactive Explanatory Model Analysis

1 May 2020

Papers citing "The Grammar of Interactive Explanatory Model Analysis"

8 / 8 papers shown

Title
The Curious Case of Arbitrariness in Machine Learning Prakhar Ganesh Afaf Taik G. Farnadi 64 2 0 28 Jan 2025
GraphXAIN: Narratives to Explain Graph Neural Networks Mateusz Cedro David Martens 57 0 0 04 Nov 2024
User-centric evaluation of explainability of AI with and for humans: a comprehensive empirical study Szymon Bobek Paloma Korycińska Monika Krakowska Maciej Mozolewski Dorota Rak Magdalena Zych Magdalena Wójcik Grzegorz J. Nalepa ELM 37 1 0 21 Oct 2024
Data Science Principles for Interpretable and Explainable AI Kris Sankaran FaML 45 0 0 17 May 2024
Explanation as a process: user-centric construction of multi-level and multi-modal explanations Bettina Finzel David E. Tafler Stephan Scheele Ute Schmid 25 10 0 07 Oct 2021
A Comprehensive Taxonomy for Explainable Artificial Intelligence: A Systematic Survey of Surveys on Methods and Concepts Gesina Schwalbe Bettina Finzel XAI 31 184 0 15 May 2021
How can I choose an explainer? An Application-grounded Evaluation of Post-hoc Explanations Sérgio Jesus Catarina Belém Vladimir Balayan João Bento Pedro Saleiro P. Bizarro João Gama 136 119 0 21 Jan 2021
Interactive slice visualization for exploring machine learning models C. Hurley Mark O'Connell Katarina Domijan FAtt 18 9 0 18 Jan 2021