7 citations · 25 across the 12 of their papers we have counts for
3 papers · 1 filter
Clash of the Explainers: Argumentation for Context-Appropriate Explanations
Leila Methnani, Virginia Dignum, Andreas Theodorou
Understanding when and why to apply any given eXplainable Artificial Intelligence (XAI) technique is not a straightforward task. There is no single approach that is best suited for…
Interrogating the Black Box: Transparency through Information-Seeking Dialogues
Andrea Aler Tubella, Andreas Theodorou, Juan Carlos Nieves
This paper is preoccupied with the following question: given a (possibly opaque) learning system, how can we understand whether its behaviour adheres to governance constraints? The…
Contestable Black Boxes
Andrea Aler Tubella, Andreas Theodorou, Virginia Dignum +1
The right to contest a decision with consequences on individuals or the society is a well-established democratic right. Despite this right also being explicitly included in GDPR in…