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08/30/2022
Foreseeing the Impact of the Proposed AI Act on the Sustainability and Safety of Critical Infrastructures
The AI Act has been recently proposed by the European Commission to regu...
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10/21/2021
A Survey on Methods and Metrics for the Assessment of Explainability under the Proposed AI Act
This study discusses the interplay between metrics used to measure the e...
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10/02/2021
Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces
We propose a new method for generating explanations with Artificial Inte...
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10/02/2021
Making Things Explainable vs Explaining: Requirements and Challenges under the GDPR
The European Union (EU) through the High-Level Expert Group on Artificia...
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09/29/2021
Explanation-Aware Experience Replay in Rule-Dense Environments
Human environments are often regulated by explicit and complex rulesets....
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09/11/2021
An Objective Metric for Explainable AI: How and Why to Estimate the Degree of Explainability
Numerous government initiatives (e.g. the EU with GDPR) are coming to th...
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09/09/2021
From Philosophy to Interfaces: an Explanatory Method and a Tool Inspired by Achinstein's Theory of Explanation
We propose a new method for explanations in Artificial Intelligence (AI)...
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09/09/2021
Modelling GDPR-Compliant Explanations for Trustworthy AI
Through the General Data Protection Regulation (GDPR), the European Unio...
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04/01/2020
Deep Learning Based Multi-Label Text Classification of UNGA Resolutions
The main goal of this research is to produce a useful software for Unite...
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05/18/2019
Combining Experience Replay with Exploration by Random Network Distillation
Our work is a simple extension of the paper "Exploration by Random Netwo...
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04/23/2018