Chris Russell

University of Surrey

Guildford

Guildford, Surrey GU2 5XH

United Kingdom

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Counterfactual Explanations Without Opening the Black Box: Automated Decisions and the GDPR

Harvard Journal of Law & Technology, Forthcoming
Number of pages: 52 Posted: 02 Nov 2017 Last Revised: 24 Mar 2018
Sandra Wachter, Brent Mittelstadt and Chris Russell
University of Oxford - Oxford Internet Institute, University of Oxford - Oxford Internet Institute and University of Surrey
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Abstract:

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accountability, algorithms, artificial intelligence, auditing, automated decision-making, counterfactuals, data ethics, data protection, explainability, GDPR, interpretability, machine learning, right to explanation, transparency