71 citations · 291 across the 40 of their papers we have counts for
Showing 2021 · cs.CYShow all
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cs.CY2021★ 14 cited
Fairness and Data Protection Impact Assessments
Atoosa Kasirzadeh, Damian Clifford
In this paper, we critically examine the effectiveness of the requirement to conduct a Data Protection Impact Assessment (DPIA) in Article 35 of the General Data Protection Regulat…
cs.CY2021★ 2 cited
Reasons, Values, Stakeholders: A Philosophical Framework for Explainable Artificial Intelligence
Atoosa Kasirzadeh
The societal and ethical implications of the use of opaque artificial intelligence systems for consequential decisions, such as welfare allocation and criminal justice, have genera…
cs.CY2021
The Use and Misuse of Counterfactuals in Ethical Machine Learning
Atoosa Kasirzadeh, Andrew Smart
The use of counterfactuals for considerations of algorithmic fairness and explainability is gaining prominence within the machine learning community and industry. This paper argues…