Chris Russell

University of Surrey

Guildford

Guildford, Surrey GU2 5XH

United Kingdom

  • University of Surrey

SCHOLARLY PAPERS

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Scholarly Papers (2)

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1.

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

Harvard Journal of Law & Technology, 31 (2), 2018
Number of pages: 47 Posted: 02 Nov 2017 Last Revised: 22 Apr 2019
Sandra Wachter, Brent Mittelstadt and Chris Russell
University of Oxford - Oxford Internet Institute, University of Oxford - Oxford Internet Institute and University of Surrey
Downloads 3,332 (3,214)
Citation 47

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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

2.

Explaining Explanations in AI

Proceedings of FAT* ’19: Conference on Fairness, Accountability, and Transparency (FAT* ’19), January 29–31, 2019, Atlanta, GA, USA. ACM, New York, NY, USA, doi/10.1145/3287560.3287574, ISBN: 978-1-4503-6125-5
Number of pages: 10 Posted: 27 Nov 2018
Brent Mittelstadt, Chris Russell and Sandra Wachter
University of Oxford - Oxford Internet Institute, University of Surrey and University of Oxford - Oxford Internet Institute
Downloads 632 (42,783)
Citation 3

Abstract:

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interpretability, explanations, accountability, philosophy of science, data ethics, machine learning, artificial intelligence, automated decision-making