Oct 2, 2021 · Abstract page for arXiv paper 2110.00758: Making Things Explainable vs Explaining: Requirements and Challenges under the GDPR.
Nov 27, 2021 · ... of explaining based on explainability. In other terms, there is no clear distinction between making things explainable and actually explaining.
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In this paper we discuss a new issue to the problem of explainability and explanation in complex systems and Automated Decision Making systems, including ...
Making Things Explainable vs Explaining: Requirements and Challenges under the GDPR ... difference between explainability and interpretability, and the types of ...
[PDF] The Difference between Explainable and Explaining ...
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The Difference between Explainable and Explaining: Requirements and Challenges under the GDPR · Francesco Sovrano, F. Vitali, M. Palmirani · Published in XAILA@ ...
Sep 13, 2024 · Thus, insisting on a clear separation between explainabilty (something that can be explained) and explanations, we point to explanatorY AI (YAI) ...
Dec 9, 2020 · Making Things Explainable vs Explaining: Requirements and Challenges Under the GDPR.
The GDPR stresses the importance of a Right to Explanation (e.g., art. 22, artt. 13-14-15, recital 71), requiring the AI industry to adapt consequently, thus ...
Explainable machine learning models allow the assessment of legal compliance (Doshi-Velez et al. 2017;Mittelstadt et al. 2019). Various proposals regarding the ...
Making Things Explainable vs Explaining: Requirements and Challenges under the GDPR · 8 Citations · 41 References.