Oct 21, 2021 · This study discusses the interplay between metrics used to measure the explainability of the AI systems and the proposed EU Artificial Intelligence Act.
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Dec 9, 2024 · This paper aims to investigate how such technical explanations can be deemed to meet the minimum requirements set by the law and expected by society.
A Survey on Methods and Metrics for the Assessment of Explainability Under the Proposed AI Act Bestand prüfen UB Zürich, Naturwissenschaften Geschoss H.
Co-authors ; A Survey on Methods and Metrics for the Assessment of Explainability under the Proposed AI Act. F Sovrano, S Sapienza, M Palmirani, F Vitali. Legal ...
The aim of this article is to provide a review of the current state of the research field on machine learning interpretability while focusing on the societal ...
We performed an exploratory literature review of existing metrics to measure the explainability of AI-related explanations, together with a qualitative legal ...
A Survey on Methods and Metrics for the Assessment of Explainability under the Proposed AI Act. Francesco SovranoSalvatore SapienzaM. PalmiraniF. Vitali.
Oct 14, 2024 · This paper investigates the specific properties of Explainable Artificial Intelligence (xAI), particularly when implemented in AI/ML models across high-stakes ...
This review aimed to specify different concepts that are essential to the development of medical devices. (MDs) with artificial intelligence (AI) (AI-based ...
This study begins by discussing the primary principles of XAI research, Black-Box problems, the targeted audience, and the related notion of explainability.